Overview

Dataset info

Number of variables179
Number of observations29953
Missing cells494452 (9.2%)
Duplicate rows0 (0.0%)
Total size in memory40.9 MiB
Average record size in memory1.4 KiB

Variables types

Numeric140
Categorical8
Boolean16
Date0
URL0
Text (Unique)0
Rejected15
Unsupported0

Warnings

arpu_2g_6 has 3738 (12.5%) zeros Zeros
arpu_2g_6 has 13213 (44.1%) missing values Missing
arpu_2g_7 has 4205 (14.0%) zeros Zeros
arpu_2g_7 has 12915 (43.1%) missing values Missing
arpu_2g_8 has 4452 (14.9%) zeros Zeros
arpu_2g_8 has 14018 (46.8%) missing values Missing
arpu_3g_6 is highly correlated with arpu_2g_6 (ρ = 0.932368851) Rejected
arpu_3g_7 is highly correlated with arpu_2g_7 (ρ = 0.9285932873) Rejected
arpu_3g_8 is highly correlated with arpu_2g_8 (ρ = 0.9289974208) Rejected
arpu_8 has 1007 (3.4%) zeros Zeros
aug_vbc_3g has 19532 (65.2%) zeros Zeros
av_rech_amt_data_6 has 13213 (44.1%) missing values Missing
av_rech_amt_data_7 has 12915 (43.1%) missing values Missing
av_rech_amt_data_8 has 14018 (46.8%) missing values Missing
circle_id has constant value "109" Rejected
count_rech_2g_6 has 4309 (14.4%) zeros Zeros
count_rech_2g_6 has 13213 (44.1%) missing values Missing
count_rech_2g_7 has 4281 (14.3%) zeros Zeros
count_rech_2g_7 has 12915 (43.1%) missing values Missing
count_rech_2g_8 has 4073 (13.6%) zeros Zeros
count_rech_2g_8 has 14018 (46.8%) missing values Missing
count_rech_3g_6 has 9368 (31.3%) zeros Zeros
count_rech_3g_6 has 13213 (44.1%) missing values Missing
count_rech_3g_7 has 9661 (32.3%) zeros Zeros
count_rech_3g_7 has 12915 (43.1%) missing values Missing
count_rech_3g_8 has 9292 (31.0%) zeros Zeros
count_rech_3g_8 has 14018 (46.8%) missing values Missing
date_of_last_rech_8 has 582 (1.9%) missing values Missing
date_of_last_rech_data_6 has 13213 (44.1%) missing values Missing
date_of_last_rech_data_7 has 12915 (43.1%) missing values Missing
date_of_last_rech_data_8 has 14018 (46.8%) missing values Missing
fb_user_6 has 13213 (44.1%) missing values Missing
fb_user_7 has 12915 (43.1%) missing values Missing
fb_user_8 has 14018 (46.8%) missing values Missing
ic_others_6 is highly skewed (γ1 = 58.14202283) Skewed
ic_others_6 has 21711 (72.5%) zeros Zeros
ic_others_6 has 542 (1.8%) missing values Missing
ic_others_7 is highly skewed (γ1 = 43.98478381) Skewed
ic_others_7 has 22272 (74.4%) zeros Zeros
ic_others_7 has 536 (1.8%) missing values Missing
ic_others_8 is highly skewed (γ1 = 46.05572677) Skewed
ic_others_8 has 21368 (71.3%) zeros Zeros
ic_others_8 has 1172 (3.9%) missing values Missing
isd_ic_mou_6 is highly skewed (γ1 = 34.23912786) Skewed
isd_ic_mou_6 has 22791 (76.1%) zeros Zeros
isd_ic_mou_6 has 542 (1.8%) missing values Missing
isd_ic_mou_7 is highly skewed (γ1 = 24.18512625) Skewed
isd_ic_mou_7 has 22537 (75.2%) zeros Zeros
isd_ic_mou_7 has 536 (1.8%) missing values Missing
isd_ic_mou_8 has 22388 (74.7%) zeros Zeros
isd_ic_mou_8 has 1172 (3.9%) missing values Missing
isd_og_mou_6 is highly skewed (γ1 = 86.45321176) Skewed
isd_og_mou_6 has 27069 (90.4%) zeros Zeros
isd_og_mou_6 has 542 (1.8%) missing values Missing
isd_og_mou_7 is highly correlated with isd_og_mou_6 (ρ = 0.9332748768) Rejected
isd_og_mou_8 is highly correlated with isd_og_mou_7 (ρ = 0.9498087951) Rejected
jul_vbc_3g has 19308 (64.5%) zeros Zeros
jun_vbc_3g has 20060 (67.0%) zeros Zeros
last_date_of_month_6 has constant value "6/30/2014" Rejected
last_day_rch_amt_6 has 4375 (14.6%) zeros Zeros
last_day_rch_amt_7 has 5337 (17.8%) zeros Zeros
last_day_rch_amt_8 has 7740 (25.8%) zeros Zeros
loc_ic_mou_6 has 805 (2.7%) zeros Zeros
loc_ic_mou_6 has 542 (1.8%) missing values Missing
loc_ic_mou_7 has 713 (2.4%) zeros Zeros
loc_ic_mou_7 has 536 (1.8%) missing values Missing
loc_ic_mou_8 has 1173 (3.9%) zeros Zeros
loc_ic_mou_8 has 1172 (3.9%) missing values Missing
loc_ic_t2f_mou_6 has 9620 (32.1%) zeros Zeros
loc_ic_t2f_mou_6 has 542 (1.8%) missing values Missing
loc_ic_t2f_mou_7 has 9222 (30.8%) zeros Zeros
loc_ic_t2f_mou_7 has 536 (1.8%) missing values Missing
loc_ic_t2f_mou_8 has 9167 (30.6%) zeros Zeros
loc_ic_t2f_mou_8 has 1172 (3.9%) missing values Missing
loc_ic_t2m_mou_6 has 1035 (3.5%) zeros Zeros
loc_ic_t2m_mou_6 has 542 (1.8%) missing values Missing
loc_ic_t2m_mou_7 has 880 (2.9%) zeros Zeros
loc_ic_t2m_mou_7 has 536 (1.8%) missing values Missing
loc_ic_t2m_mou_8 has 1361 (4.5%) zeros Zeros
loc_ic_t2m_mou_8 has 1172 (3.9%) missing values Missing
loc_ic_t2t_mou_6 has 2211 (7.4%) zeros Zeros
loc_ic_t2t_mou_6 has 542 (1.8%) missing values Missing
loc_ic_t2t_mou_7 has 2008 (6.7%) zeros Zeros
loc_ic_t2t_mou_7 has 536 (1.8%) missing values Missing
loc_ic_t2t_mou_8 has 2540 (8.5%) zeros Zeros
loc_ic_t2t_mou_8 has 1172 (3.9%) missing values Missing
loc_og_mou_6 has 1797 (6.0%) zeros Zeros
loc_og_mou_6 has 542 (1.8%) missing values Missing
loc_og_mou_7 has 1761 (5.9%) zeros Zeros
loc_og_mou_7 has 536 (1.8%) missing values Missing
loc_og_mou_8 has 2372 (7.9%) zeros Zeros
loc_og_mou_8 has 1172 (3.9%) missing values Missing
loc_og_t2c_mou_6 has 22063 (73.7%) zeros Zeros
loc_og_t2c_mou_6 has 542 (1.8%) missing values Missing
loc_og_t2c_mou_7 is highly skewed (γ1 = 25.45975872) Skewed
loc_og_t2c_mou_7 has 21666 (72.3%) zeros Zeros
loc_og_t2c_mou_7 has 536 (1.8%) missing values Missing
loc_og_t2c_mou_8 has 21233 (70.9%) zeros Zeros
loc_og_t2c_mou_8 has 1172 (3.9%) missing values Missing
loc_og_t2f_mou_6 has 14546 (48.6%) zeros Zeros
loc_og_t2f_mou_6 has 542 (1.8%) missing values Missing
loc_og_t2f_mou_7 has 14296 (47.7%) zeros Zeros
loc_og_t2f_mou_7 has 536 (1.8%) missing values Missing
loc_og_t2f_mou_8 has 14397 (48.1%) zeros Zeros
loc_og_t2f_mou_8 has 1172 (3.9%) missing values Missing
loc_og_t2m_mou_6 has 2007 (6.7%) zeros Zeros
loc_og_t2m_mou_6 has 542 (1.8%) missing values Missing
loc_og_t2m_mou_7 has 1947 (6.5%) zeros Zeros
loc_og_t2m_mou_7 has 536 (1.8%) missing values Missing
loc_og_t2m_mou_8 has 2568 (8.6%) zeros Zeros
loc_og_t2m_mou_8 has 1172 (3.9%) missing values Missing
loc_og_t2t_mou_6 has 3286 (11.0%) zeros Zeros
loc_og_t2t_mou_6 has 542 (1.8%) missing values Missing
loc_og_t2t_mou_7 has 3203 (10.7%) zeros Zeros
loc_og_t2t_mou_7 has 536 (1.8%) missing values Missing
loc_og_t2t_mou_8 has 3880 (13.0%) zeros Zeros
loc_og_t2t_mou_8 has 1172 (3.9%) missing values Missing
max_rech_amt_6 has 543 (1.8%) zeros Zeros
max_rech_amt_7 has 681 (2.3%) zeros Zeros
max_rech_amt_8 has 2234 (7.5%) zeros Zeros
max_rech_data_6 has 13213 (44.1%) missing values Missing
max_rech_data_7 has 12915 (43.1%) missing values Missing
max_rech_data_8 has 14018 (46.8%) missing values Missing
monthly_2g_6 has 25355 (84.6%) zeros Zeros
monthly_2g_7 has 25204 (84.1%) zeros Zeros
monthly_2g_8 has 25816 (86.2%) zeros Zeros
monthly_3g_6 has 25295 (84.4%) zeros Zeros
monthly_3g_7 has 25259 (84.3%) zeros Zeros
monthly_3g_8 has 25559 (85.3%) zeros Zeros
night_pck_user_6 has 13213 (44.1%) missing values Missing
night_pck_user_7 has 12915 (43.1%) missing values Missing
night_pck_user_8 has 14018 (46.8%) missing values Missing
offnet_mou_6 has 884 (3.0%) zeros Zeros
offnet_mou_6 has 542 (1.8%) missing values Missing
offnet_mou_7 has 948 (3.2%) zeros Zeros
offnet_mou_7 has 536 (1.8%) missing values Missing
offnet_mou_8 has 1227 (4.1%) zeros Zeros
offnet_mou_8 has 1172 (3.9%) missing values Missing
og_others_6 is highly skewed (γ1 = 109.0729892) Skewed
og_others_6 has 22571 (75.4%) zeros Zeros
og_others_6 has 542 (1.8%) missing values Missing
og_others_7 is highly skewed (γ1 = 110.8097654) Skewed
og_others_7 has 29265 (97.7%) zeros Zeros
og_others_7 has 536 (1.8%) missing values Missing
og_others_8 is highly skewed (γ1 = 98.12067557) Skewed
og_others_8 has 28611 (95.5%) zeros Zeros
og_others_8 has 1172 (3.9%) missing values Missing
onnet_mou_6 has 2047 (6.8%) zeros Zeros
onnet_mou_6 has 542 (1.8%) missing values Missing
onnet_mou_7 has 2110 (7.0%) zeros Zeros
onnet_mou_7 has 536 (1.8%) missing values Missing
onnet_mou_8 has 2438 (8.1%) zeros Zeros
onnet_mou_8 has 1172 (3.9%) missing values Missing
roam_ic_mou_6 has 23063 (77.0%) zeros Zeros
roam_ic_mou_6 has 542 (1.8%) missing values Missing
roam_ic_mou_7 has 24363 (81.3%) zeros Zeros
roam_ic_mou_7 has 536 (1.8%) missing values Missing
roam_ic_mou_8 has 23451 (78.3%) zeros Zeros
roam_ic_mou_8 has 1172 (3.9%) missing values Missing
roam_og_mou_6 has 23043 (76.9%) zeros Zeros
roam_og_mou_6 has 542 (1.8%) missing values Missing
roam_og_mou_7 has 24307 (81.2%) zeros Zeros
roam_og_mou_7 has 536 (1.8%) missing values Missing
roam_og_mou_8 has 23476 (78.4%) zeros Zeros
roam_og_mou_8 has 1172 (3.9%) missing values Missing
sachet_2g_6 is highly correlated with count_rech_2g_6 (ρ = 0.98471708) Rejected
sachet_2g_7 is highly correlated with count_rech_2g_7 (ρ = 0.9861755395) Rejected
sachet_2g_8 is highly correlated with count_rech_2g_8 (ρ = 0.9867809251) Rejected
sachet_3g_6 has 26722 (89.2%) zeros Zeros
sachet_3g_7 has 26760 (89.3%) zeros Zeros
sachet_3g_8 has 27297 (91.1%) zeros Zeros
sep_vbc_3g has 26757 (89.3%) zeros Zeros
spl_ic_mou_6 is highly skewed (γ1 = 41.10686568) Skewed
spl_ic_mou_6 has 22839 (76.2%) zeros Zeros
spl_ic_mou_6 has 542 (1.8%) missing values Missing
spl_ic_mou_7 is highly skewed (γ1 = 71.72977997) Skewed
spl_ic_mou_7 has 27414 (91.5%) zeros Zeros
spl_ic_mou_7 has 536 (1.8%) missing values Missing
spl_ic_mou_8 has 26194 (87.5%) zeros Zeros
spl_ic_mou_8 has 1172 (3.9%) missing values Missing
spl_og_mou_6 has 13556 (45.3%) zeros Zeros
spl_og_mou_6 has 542 (1.8%) missing values Missing
spl_og_mou_7 has 12548 (41.9%) zeros Zeros
spl_og_mou_7 has 536 (1.8%) missing values Missing
spl_og_mou_8 has 12548 (41.9%) zeros Zeros
spl_og_mou_8 has 1172 (3.9%) missing values Missing
std_ic_mou_6 has 4957 (16.5%) zeros Zeros
std_ic_mou_6 has 542 (1.8%) missing values Missing
std_ic_mou_7 has 4929 (16.5%) zeros Zeros
std_ic_mou_7 has 536 (1.8%) missing values Missing
std_ic_mou_8 has 5409 (18.1%) zeros Zeros
std_ic_mou_8 has 1172 (3.9%) missing values Missing
std_ic_t2f_mou_6 is highly skewed (γ1 = 30.99099214) Skewed
std_ic_t2f_mou_6 has 21759 (72.6%) zeros Zeros
std_ic_t2f_mou_6 has 542 (1.8%) missing values Missing
std_ic_t2f_mou_7 is highly skewed (γ1 = 29.84288689) Skewed
std_ic_t2f_mou_7 has 21571 (72.0%) zeros Zeros
std_ic_t2f_mou_7 has 536 (1.8%) missing values Missing
std_ic_t2f_mou_8 is highly skewed (γ1 = 34.8895168) Skewed
std_ic_t2f_mou_8 has 21210 (70.8%) zeros Zeros
std_ic_t2f_mou_8 has 1172 (3.9%) missing values Missing
std_ic_t2m_mou_6 has 7594 (25.4%) zeros Zeros
std_ic_t2m_mou_6 has 542 (1.8%) missing values Missing
std_ic_t2m_mou_7 has 7628 (25.5%) zeros Zeros
std_ic_t2m_mou_7 has 536 (1.8%) missing values Missing
std_ic_t2m_mou_8 has 8174 (27.3%) zeros Zeros
std_ic_t2m_mou_8 has 1172 (3.9%) missing values Missing
std_ic_t2o_mou_6 has 542 (1.8%) missing values Missing
std_ic_t2o_mou_7 has 536 (1.8%) missing values Missing
std_ic_t2o_mou_8 has 1172 (3.9%) missing values Missing
std_ic_t2t_mou_6 is highly skewed (γ1 = 26.0430706) Skewed
std_ic_t2t_mou_6 has 13258 (44.3%) zeros Zeros
std_ic_t2t_mou_6 has 542 (1.8%) missing values Missing
std_ic_t2t_mou_7 is highly skewed (γ1 = 31.15744889) Skewed
std_ic_t2t_mou_7 has 12977 (43.3%) zeros Zeros
std_ic_t2t_mou_7 has 536 (1.8%) missing values Missing
std_ic_t2t_mou_8 is highly skewed (γ1 = 23.33364468) Skewed
std_ic_t2t_mou_8 has 13328 (44.5%) zeros Zeros
std_ic_t2t_mou_8 has 1172 (3.9%) missing values Missing
std_og_mou_6 has 6581 (22.0%) zeros Zeros
std_og_mou_6 has 542 (1.8%) missing values Missing
std_og_mou_7 has 6869 (22.9%) zeros Zeros
std_og_mou_7 has 536 (1.8%) missing values Missing
std_og_mou_8 has 7450 (24.9%) zeros Zeros
std_og_mou_8 has 1172 (3.9%) missing values Missing
std_og_t2c_mou_6 has 542 (1.8%) missing values Missing
std_og_t2c_mou_7 has 536 (1.8%) missing values Missing
std_og_t2c_mou_8 has 1172 (3.9%) missing values Missing
std_og_t2f_mou_6 has 24807 (82.8%) zeros Zeros
std_og_t2f_mou_6 has 542 (1.8%) missing values Missing
std_og_t2f_mou_7 has 25003 (83.5%) zeros Zeros
std_og_t2f_mou_7 has 536 (1.8%) missing values Missing
std_og_t2f_mou_8 has 24570 (82.0%) zeros Zeros
std_og_t2f_mou_8 has 1172 (3.9%) missing values Missing
std_og_t2m_mou_6 has 8259 (27.6%) zeros Zeros
std_og_t2m_mou_6 has 542 (1.8%) missing values Missing
std_og_t2m_mou_7 has 8543 (28.5%) zeros Zeros
std_og_t2m_mou_7 has 536 (1.8%) missing values Missing
std_og_t2m_mou_8 has 9223 (30.8%) zeros Zeros
std_og_t2m_mou_8 has 1172 (3.9%) missing values Missing
std_og_t2t_mou_6 has 12617 (42.1%) zeros Zeros
std_og_t2t_mou_6 has 542 (1.8%) missing values Missing
std_og_t2t_mou_7 has 12737 (42.5%) zeros Zeros
std_og_t2t_mou_7 has 536 (1.8%) missing values Missing
std_og_t2t_mou_8 has 13275 (44.3%) zeros Zeros
std_og_t2t_mou_8 has 1172 (3.9%) missing values Missing
total_data_rech_6_amt has 13213 (44.1%) missing values Missing
total_data_rech_7_amt has 12915 (43.1%) missing values Missing
total_ic_mou_6 has 1221 (4.1%) zeros Zeros
total_ic_mou_7 has 1126 (3.8%) zeros Zeros
total_ic_mou_8 has 2225 (7.4%) zeros Zeros
total_og_mou_6 has 1793 (6.0%) zeros Zeros
total_og_mou_7 has 1775 (5.9%) zeros Zeros
total_og_mou_8 has 2939 (9.8%) zeros Zeros
total_rech_6 is highly correlated with total_data_rech_6_amt (ρ = 0.9702275021) Rejected
total_rech_7 is highly correlated with total_data_rech_7_amt (ρ = 0.9711759051) Rejected
total_rech_amt_6 is highly correlated with arpu_6 (ρ = 0.9461040178) Rejected
total_rech_amt_7 is highly correlated with arpu_7 (ρ = 0.9435712303) Rejected
total_rech_amt_8 is highly correlated with arpu_8 (ρ = 0.9553215862) Rejected
total_rech_data_6 has 13213 (44.1%) missing values Missing
total_rech_data_7 has 12915 (43.1%) missing values Missing
total_rech_data_8 has 14018 (46.8%) missing values Missing
total_rech_num_8 has 582 (1.9%) zeros Zeros
vol_2g_mb_6 has 14968 (50.0%) zeros Zeros
vol_2g_mb_7 has 14811 (49.4%) zeros Zeros
vol_2g_mb_8 has 16154 (53.9%) zeros Zeros
vol_3g_mb_6 has 19326 (64.5%) zeros Zeros
vol_3g_mb_7 has 18724 (62.5%) zeros Zeros
vol_3g_mb_8 has 19455 (65.0%) zeros Zeros

Variables

aon
Numeric

Distinct count3294
Unique (%)11.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1209.280573
Minimum180
Maximum4321
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum180
5-th percentile228
Q1460
Median846
Q31756
95-th percentile3140
Maximum4321
Range4141
Interquartile range1296

Descriptive statistics

Standard deviation957.4494421
Coef of variation0.7917512805
Kurtosis-0.1685380321
Mean1209.280573
MAD791.4688086
Skewness0.993662693
Sum36221581
Variance916709.4342
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 180. 236.5 238.5 391.5 393.5 ... 3674.5 4192.5 4193.5 4216. 4321. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
3651 457 1.5%
 
2372 181 0.6%
 
495 114 0.4%
 
494 85 0.3%
 
492 74 0.2%
 
489 66 0.2%
 
496 60 0.2%
 
480 60 0.2%
 
479 58 0.2%
 
488 58 0.2%
 
Other values (3284) 28740 96.0%
 

Minimum 5 values

ValueCountFrequency (%) 
180 15 0.1%
 
181 48 0.2%
 
182 27 0.1%
 
183 23 0.1%
 
184 41 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
4321 1 < 0.1%
 
4319 1 < 0.1%
 
4235 1 < 0.1%
 
4197 8 < 0.1%
 
4194 2 < 0.1%
 

arpu_2g_6
Numeric

Distinct count5777
Unique (%)19.3%
Missing (%)44.1%
Missing (n)13213
Infinite (%)0.0%
Infinite (n)0
Mean113.67231
Minimum-15.32
Maximum6433.76
Zeros (%)12.5%
Mini histogram

Quantile statistics

Minimum-15.32
5-th percentile0
Q10.01
Median27.085
Q3168.745
95-th percentile441.7645
Maximum6433.76
Range6449.08
Interquartile range168.735

Descriptive statistics

Standard deviation201.8630759
Coef of variation1.775833322
Kurtosis101.7908505
Mean113.67231
MAD127.1951728
Skewness6.104032611
Sum1902874.47
Variance40748.70142
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 3738 12.5%
 
212.17 1009 3.4%
 
63.96 374 1.2%
 
122.07 307 1.0%
 
424.34 262 0.9%
 
0.01 246 0.8%
 
150.67 137 0.5%
 
0.1 110 0.4%
 
0.02 109 0.4%
 
21.91 106 0.4%
 
Other values (5766) 10342 34.5%
 
(Missing) 13213 44.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-15.32 1 < 0.1%
 
-11.08 1 < 0.1%
 
-10.84 2 < 0.1%
 
-10.19 1 < 0.1%
 
-10.13 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
6433.76 1 < 0.1%
 
5054.35 1 < 0.1%
 
2919.92 1 < 0.1%
 
2902.84 1 < 0.1%
 
2824.79 1 < 0.1%
 

arpu_2g_7
Numeric

Distinct count5417
Unique (%)18.1%
Missing (%)43.1%
Missing (n)12915
Infinite (%)0.0%
Infinite (n)0
Mean113.9076247
Minimum-15.48
Maximum4809.36
Zeros (%)14.0%
Mini histogram

Quantile statistics

Minimum-15.48
5-th percentile0
Q10
Median24.065
Q3167.67
95-th percentile436.17
Maximum4809.36
Range4824.84
Interquartile range167.67

Descriptive statistics

Standard deviation206.1509824
Coef of variation1.809808456
Kurtosis47.3753193
Mean113.9076247
MAD129.4253529
Skewness4.852304151
Sum1940758.11
Variance42498.22753
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 4205 14.0%
 
212.17 1117 3.7%
 
63.96 353 1.2%
 
0.01 338 1.1%
 
424.34 319 1.1%
 
122.07 267 0.9%
 
150.67 187 0.6%
 
0.02 111 0.4%
 
0.1 106 0.4%
 
224 102 0.3%
 
Other values (5406) 9933 33.2%
 
(Missing) 12915 43.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-15.48 1 < 0.1%
 
-13.09 1 < 0.1%
 
-12.78 1 < 0.1%
 
-7.49 1 < 0.1%
 
-5.24 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
4809.36 1 < 0.1%
 
3726.73 1 < 0.1%
 
3214.46 1 < 0.1%
 
2723 2 < 0.1%
 
2668.8 1 < 0.1%
 

arpu_2g_8
Numeric

Distinct count4774
Unique (%)15.9%
Missing (%)46.8%
Missing (n)14018
Infinite (%)0.0%
Infinite (n)0
Mean109.877727
Minimum-24.43
Maximum3467.17
Zeros (%)14.9%
Mini histogram

Quantile statistics

Minimum-24.43
5-th percentile0
Q10
Median20
Q3157.525
95-th percentile436.17
Maximum3467.17
Range3491.6
Interquartile range157.525

Descriptive statistics

Standard deviation195.4177585
Coef of variation1.778502011
Kurtosis30.97036883
Mean109.877727
MAD127.5510778
Skewness4.093588225
Sum1750901.58
Variance38188.10034
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 4452 14.9%
 
212.17 1080 3.6%
 
0.01 290 1.0%
 
424.34 272 0.9%
 
150.67 262 0.9%
 
63.96 260 0.9%
 
122.07 248 0.8%
 
0.1 107 0.4%
 
21.91 104 0.3%
 
0.02 95 0.3%
 
Other values (4763) 8765 29.3%
 
(Missing) 14018 46.8%
 

Minimum 5 values

ValueCountFrequency (%) 
-24.43 1 < 0.1%
 
-12.44 1 < 0.1%
 
-10.37 1 < 0.1%
 
-9.19 1 < 0.1%
 
-9.1 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
3467.17 1 < 0.1%
 
3236.77 1 < 0.1%
 
2887.38 1 < 0.1%
 
2655.24 1 < 0.1%
 
2447.57 1 < 0.1%
 

arpu_3g_6
Highly correlated

This variable is highly correlated with arpu_2g_6 and should be ignored for analysis

Correlation0.932368851

arpu_3g_7
Highly correlated

This variable is highly correlated with arpu_2g_7 and should be ignored for analysis

Correlation0.9285932873

arpu_3g_8
Highly correlated

This variable is highly correlated with arpu_2g_8 and should be ignored for analysis

Correlation0.9289974208

arpu_6
Numeric

Distinct count29029
Unique (%)96.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean558.8200582
Minimum-2258.709
Maximum27731.088
Zeros (%)0.8%
Mini histogram

Quantile statistics

Minimum-2258.709
5-th percentile112.5288
Q1310.142
Median482.354
Q3700.24
95-th percentile1241.6494
Maximum27731.088
Range29989.797
Interquartile range390.098

Descriptive statistics

Standard deviation460.8682226
Coef of variation0.8247166791
Kurtosis497.2918834
Mean558.8200582
MAD275.5803908
Skewness11.9704055
Sum16738337.2
Variance212399.5186
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-2.25870900e+03 -1.97254000e+02 -6.51200000e+00 -4.00000000e-02 5.00000000e-03 ... 2.75810400e+03 3.25076750e+03 4.51377550e+03 1.13834285e+04 2.77310880e+04], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 225 0.8%
 
213.821 18 0.1%
 
213.822 17 0.1%
 
213.818 16 0.1%
 
213.815 14 < 0.1%
 
130.45 13 < 0.1%
 
20 11 < 0.1%
 
213.817 10 < 0.1%
 
213.804 9 < 0.1%
 
213.803 8 < 0.1%
 
Other values (29019) 29612 98.9%
 

Minimum 5 values

ValueCountFrequency (%) 
-2258.709 1 < 0.1%
 
-2041.228 1 < 0.1%
 
-810.661 1 < 0.1%
 
-383.565 1 < 0.1%
 
-209.465 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
27731.088 1 < 0.1%
 
15487.684 1 < 0.1%
 
11505.508 1 < 0.1%
 
11261.349 1 < 0.1%
 
10955.066 1 < 0.1%
 

arpu_7
Numeric

Distinct count29040
Unique (%)97.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean561.1605472
Minimum-2014.045
Maximum35145.834
Zeros (%)0.7%
Mini histogram

Quantile statistics

Minimum-2014.045
5-th percentile114.4028
Q1310.071
Median481.496
Q3698.829
95-th percentile1261.8856
Maximum35145.834
Range37159.879
Interquartile range388.758

Descriptive statistics

Standard deviation480.0284973
Coef of variation0.855420966
Kurtosis1001.280757
Mean561.1605472
MAD276.7333966
Skewness17.47771919
Sum16808441.87
Variance230427.3583
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-2.0140450e+03 -8.5773000e+01 -6.2100000e+00 -8.6000000e-02 5.0000000e-03 ... 2.3382800e+03 2.7149190e+03 3.5103620e+03 7.3368990e+03 3.5145834e+04], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 223 0.7%
 
213.795 19 0.1%
 
213.808 15 0.1%
 
213.814 13 < 0.1%
 
213.816 13 < 0.1%
 
213.797 9 < 0.1%
 
-5 9 < 0.1%
 
213.802 8 < 0.1%
 
128.735 7 < 0.1%
 
213.796 7 < 0.1%
 
Other values (29030) 29630 98.9%
 

Minimum 5 values

ValueCountFrequency (%) 
-2014.045 1 < 0.1%
 
-1289.715 1 < 0.1%
 
-1084.211 1 < 0.1%
 
-1077.191 1 < 0.1%
 
-897.035 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
35145.834 1 < 0.1%
 
16820.145 1 < 0.1%
 
14624.089 1 < 0.1%
 
13224.119 1 < 0.1%
 
8609.46 1 < 0.1%
 

arpu_8
Numeric

Distinct count28035
Unique (%)93.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean508.890301
Minimum-945.808
Maximum33543.624
Zeros (%)3.4%
Mini histogram

Quantile statistics

Minimum-945.808
5-th percentile9.6158
Q1231.615
Median427.604
Q3661.753
95-th percentile1255.0864
Maximum33543.624
Range34489.432
Interquartile range430.138

Descriptive statistics

Standard deviation502.136278
Coef of variation0.9867279392
Kurtosis760.6497778
Mean508.890301
MAD297.2419931
Skewness15.27523688
Sum15242791.19
Variance252140.8417
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-9.4580800e+02 -6.1231500e+01 -5.1265000e+00 -4.9900000e+00 -1.0200000e+00 ... 2.3304455e+03 2.6799345e+03 3.6348970e+03 6.8376345e+03 3.3543624e+04], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 1007 3.4%
 
-5 29 0.1%
 
213.801 29 0.1%
 
213.785 16 0.1%
 
167.862 12 < 0.1%
 
213.792 12 < 0.1%
 
130.413 12 < 0.1%
 
1 11 < 0.1%
 
-0.5 10 < 0.1%
 
1.5 10 < 0.1%
 
Other values (28025) 28805 96.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-945.808 1 < 0.1%
 
-345.129 1 < 0.1%
 
-197.957 1 < 0.1%
 
-146.859 1 < 0.1%
 
-72.22 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
33543.624 1 < 0.1%
 
19295.904 1 < 0.1%
 
16040.503 1 < 0.1%
 
13505.996 1 < 0.1%
 
12533.285 1 < 0.1%
 

aug_vbc_3g
Numeric

Distinct count9835
Unique (%)32.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean169.2766705
Minimum0
Maximum12916.22
Zeros (%)65.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q3129.13
95-th percentile939.224
Maximum12916.22
Range12916.22
Interquartile range129.13

Descriptive statistics

Standard deviation421.1280012
Coef of variation2.487808864
Kurtosis62.80615858
Mean169.2766705
MAD244.1731644
Skewness5.479725586
Sum5070344.11
Variance177348.7934
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.000000e+00 1.000000e-02 8.200000e-01 1.900000e+00 2.581000e+01 ... 2.412515e+03 3.189055e+03 4.093945e+03 7.194620e+03 1.291622e+04], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 19532 65.2%
 
0.17 5 < 0.1%
 
0.04 4 < 0.1%
 
78.66 4 < 0.1%
 
7.3 4 < 0.1%
 
30.41 4 < 0.1%
 
12.06 4 < 0.1%
 
0.57 3 < 0.1%
 
113.72 3 < 0.1%
 
29.02 3 < 0.1%
 
Other values (9825) 10387 34.7%
 

Minimum 5 values

ValueCountFrequency (%) 
0 19532 65.2%
 
0.02 3 < 0.1%
 
0.03 3 < 0.1%
 
0.04 4 < 0.1%
 
0.05 3 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
12916.22 1 < 0.1%
 
7570.83 1 < 0.1%
 
6818.41 1 < 0.1%
 
6757.97 1 < 0.1%
 
6686.88 1 < 0.1%
 

av_rech_amt_data_6
Numeric

Distinct count871
Unique (%)2.9%
Missing (%)44.1%
Missing (n)13213
Infinite (%)0.0%
Infinite (n)0
Mean234.0032575
Minimum1
Maximum7546
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile25
Q1123
Median185
Q3296
95-th percentile574.1
Maximum7546
Range7545
Interquartile range173

Descriptive statistics

Standard deviation218.4683845
Coef of variation0.9336125783
Kurtosis125.8947885
Mean234.0032575
MAD132.4303458
Skewness6.508201667
Sum3917214.53
Variance47728.43504
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
154 1985 6.6%
 
252 1549 5.2%
 
198 648 2.2%
 
304 639 2.1%
 
25 451 1.5%
 
504 436 1.5%
 
145 410 1.4%
 
308 341 1.1%
 
98 338 1.1%
 
50 306 1.0%
 
Other values (860) 9637 32.2%
 
(Missing) 13213 44.1%
 

Minimum 5 values

ValueCountFrequency (%) 
1 6 < 0.1%
 
5 5 < 0.1%
 
6 1 < 0.1%
 
8 26 0.1%
 
8.5 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
7546 1 < 0.1%
 
5920 1 < 0.1%
 
3420 1 < 0.1%
 
3308 1 < 0.1%
 
3273 1 < 0.1%
 

av_rech_amt_data_7
Numeric

Distinct count937
Unique (%)3.1%
Missing (%)43.1%
Missing (n)12915
Infinite (%)0.0%
Infinite (n)0
Mean245.9772338
Minimum1
Maximum4365
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile33
Q1138
Median198
Q3304
95-th percentile608
Maximum4365
Range4364
Interquartile range166

Descriptive statistics

Standard deviation221.7788557
Coef of variation0.9016235048
Kurtosis34.83964416
Mean245.9772338
MAD135.8439532
Skewness4.208930393
Sum4190960.11
Variance49185.86082
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
154 1879 6.3%
 
252 1552 5.2%
 
198 717 2.4%
 
304 581 1.9%
 
504 510 1.7%
 
308 394 1.3%
 
25 373 1.2%
 
145 347 1.2%
 
98 328 1.1%
 
50 293 1.0%
 
Other values (926) 10064 33.6%
 
(Missing) 12915 43.1%
 

Minimum 5 values

ValueCountFrequency (%) 
1 6 < 0.1%
 
1.5 1 < 0.1%
 
2 1 < 0.1%
 
4 1 < 0.1%
 
5 8 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
4365 1 < 0.1%
 
3765 1 < 0.1%
 
3185 2 < 0.1%
 
3110 1 < 0.1%
 
3069 1 < 0.1%
 

av_rech_amt_data_8
Numeric

Distinct count907
Unique (%)3.0%
Missing (%)46.8%
Missing (n)14018
Infinite (%)0.0%
Infinite (n)0
Mean229.7167167
Minimum1
Maximum4061
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile25
Q1100
Median179
Q3274
95-th percentile608
Maximum4061
Range4060
Interquartile range174

Descriptive statistics

Standard deviation217.3798342
Coef of variation0.946295234
Kurtosis27.36146606
Mean229.7167167
MAD137.3608423
Skewness3.71266503
Sum3660535.88
Variance47253.9923
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
154 1742 5.8%
 
252 1477 4.9%
 
198 723 2.4%
 
25 667 2.2%
 
504 440 1.5%
 
23 412 1.4%
 
304 400 1.3%
 
98 364 1.2%
 
145 349 1.2%
 
179 347 1.2%
 
Other values (896) 9014 30.1%
 
(Missing) 14018 46.8%
 

Minimum 5 values

ValueCountFrequency (%) 
1 6 < 0.1%
 
2 1 < 0.1%
 
3 1 < 0.1%
 
5 7 < 0.1%
 
7 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
4061 1 < 0.1%
 
3416 1 < 0.1%
 
3110 1 < 0.1%
 
2722 1 < 0.1%
 
2520 2 < 0.1%
 

Avg_rech_6_7_month
Numeric

Distinct count5182
Unique (%)17.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1153.701715
Minimum478.5
Maximum61236
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum478.5
5-th percentile500
Q1604
Median800.5
Q31209
95-th percentile2801.2
Maximum61236
Range60757.5
Interquartile range605

Descriptive statistics

Standard deviation1359.533621
Coef of variation1.178409985
Kurtosis246.6763621
Mean1153.701715
MAD630.3531212
Skewness11.0133695
Sum34556827.48
Variance1848331.667
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 478.5 479.75 480.25 484.75 485.25 ... 7729.75 9762. 14780.75 28379. 61236. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
504 181 0.6%
 
500 173 0.6%
 
550 91 0.3%
 
525 87 0.3%
 
495 75 0.3%
 
510 73 0.2%
 
480 67 0.2%
 
505 66 0.2%
 
485 63 0.2%
 
490 63 0.2%
 
Other values (5172) 29014 96.9%
 

Minimum 5 values

ValueCountFrequency (%) 
478.5 19 0.1%
 
479 18 0.1%
 
479.5 24 0.1%
 
480 67 0.2%
 
480.5 18 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
61236 1 < 0.1%
 
37762.5 1 < 0.1%
 
34103 1 < 0.1%
 
32593.5 1 < 0.1%
 
29185.5 1 < 0.1%
 

Churn_indiacator
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
0
27520
1
 
2433
ValueCountFrequency (%) 
0 27520 91.9%
 
1 2433 8.1%
 

circle_id
Constant

This variable is constant and should be ignored for analysis

Constant value109

count_rech_2g_6
Numeric

Distinct count32
Unique (%)0.1%
Missing (%)44.1%
Missing (n)13213
Infinite (%)0.0%
Infinite (n)0
Mean2.222162485
Minimum0
Maximum42
Zeros (%)14.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median1
Q33
95-th percentile9
Maximum42
Range42
Interquartile range3

Descriptive statistics

Standard deviation3.006502479
Coef of variation1.352962485
Kurtosis11.85933212
Mean2.222162485
MAD2.056051495
Skewness2.729065665
Sum37199
Variance9.039057155
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=32)
ValueCountFrequency (%) 
1 5847 19.5%
 
0 4309 14.4%
 
2 2196 7.3%
 
3 1060 3.5%
 
4 776 2.6%
 
5 567 1.9%
 
6 457 1.5%
 
7 357 1.2%
 
8 287 1.0%
 
9 237 0.8%
 
Other values (21) 647 2.2%
 
(Missing) 13213 44.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 4309 14.4%
 
1 5847 19.5%
 
2 2196 7.3%
 
3 1060 3.5%
 
4 776 2.6%
 

Maximum 5 values

ValueCountFrequency (%) 
42 1 < 0.1%
 
39 1 < 0.1%
 
34 1 < 0.1%
 
32 1 < 0.1%
 
30 1 < 0.1%
 

count_rech_2g_7
Numeric

Distinct count37
Unique (%)0.1%
Missing (%)43.1%
Missing (n)12915
Infinite (%)0.0%
Infinite (n)0
Mean2.458974058
Minimum0
Maximum48
Zeros (%)14.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median1
Q33
95-th percentile9
Maximum48
Range48
Interquartile range3

Descriptive statistics

Standard deviation3.236766601
Coef of variation1.316307747
Kurtosis11.97589372
Mean2.458974058
MAD2.294679945
Skewness2.632674395
Sum41896
Variance10.47665803
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=37)
ValueCountFrequency (%) 
1 5492 18.3%
 
0 4281 14.3%
 
2 2198 7.3%
 
3 1016 3.4%
 
4 885 3.0%
 
5 750 2.5%
 
6 605 2.0%
 
7 428 1.4%
 
8 369 1.2%
 
10 247 0.8%
 
Other values (26) 767 2.6%
 
(Missing) 12915 43.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 4281 14.3%
 
1 5492 18.3%
 
2 2198 7.3%
 
3 1016 3.4%
 
4 885 3.0%
 

Maximum 5 values

ValueCountFrequency (%) 
48 1 < 0.1%
 
43 1 < 0.1%
 
35 1 < 0.1%
 
32 2 < 0.1%
 
31 1 < 0.1%
 

count_rech_2g_8
Numeric

Distinct count35
Unique (%)0.1%
Missing (%)46.8%
Missing (n)14018
Infinite (%)0.0%
Infinite (n)0
Mean2.273109507
Minimum0
Maximum44
Zeros (%)13.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median1
Q33
95-th percentile9
Maximum44
Range44
Interquartile range3

Descriptive statistics

Standard deviation3.113894122
Coef of variation1.369883022
Kurtosis12.91738956
Mean2.273109507
MAD2.138275361
Skewness2.829581681
Sum36222
Variance9.696336602
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=35)
ValueCountFrequency (%) 
1 5721 19.1%
 
0 4073 13.6%
 
2 1812 6.0%
 
3 974 3.3%
 
4 777 2.6%
 
5 626 2.1%
 
6 497 1.7%
 
7 314 1.0%
 
8 285 1.0%
 
9 210 0.7%
 
Other values (24) 646 2.2%
 
(Missing) 14018 46.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 4073 13.6%
 
1 5721 19.1%
 
2 1812 6.0%
 
3 974 3.3%
 
4 777 2.6%
 

Maximum 5 values

ValueCountFrequency (%) 
44 1 < 0.1%
 
34 2 < 0.1%
 
33 1 < 0.1%
 
32 2 < 0.1%
 
31 1 < 0.1%
 

count_rech_3g_6
Numeric

Distinct count26
Unique (%)0.1%
Missing (%)44.1%
Missing (n)13213
Infinite (%)0.0%
Infinite (n)0
Mean0.7653524492
Minimum0
Maximum29
Zeros (%)31.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q31
95-th percentile3
Maximum29
Range29
Interquartile range1

Descriptive statistics

Standard deviation1.478287494
Coef of variation1.931512071
Kurtosis67.04003951
Mean0.7653524492
MAD0.8566095274
Skewness6.124436225
Sum12812
Variance2.185333916
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=26)
ValueCountFrequency (%) 
0 9368 31.3%
 
1 4908 16.4%
 
2 1424 4.8%
 
3 490 1.6%
 
4 197 0.7%
 
5 117 0.4%
 
7 57 0.2%
 
6 52 0.2%
 
8 31 0.1%
 
9 22 0.1%
 
Other values (15) 74 0.2%
 
(Missing) 13213 44.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 9368 31.3%
 
1 4908 16.4%
 
2 1424 4.8%
 
3 490 1.6%
 
4 197 0.7%
 

Maximum 5 values

ValueCountFrequency (%) 
29 2 < 0.1%
 
28 1 < 0.1%
 
23 3 < 0.1%
 
22 3 < 0.1%
 
21 1 < 0.1%
 

count_rech_3g_7
Numeric

Distinct count29
Unique (%)0.1%
Missing (%)43.1%
Missing (n)12915
Infinite (%)0.0%
Infinite (n)0
Mean0.8036741402
Minimum0
Maximum35
Zeros (%)32.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q31
95-th percentile3
Maximum35
Range35
Interquartile range1

Descriptive statistics

Standard deviation1.618484563
Coef of variation2.013856714
Kurtosis69.40947338
Mean0.8036741402
MAD0.9114093049
Skewness6.257715727
Sum13693
Variance2.619492281
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=29)
ValueCountFrequency (%) 
0 9661 32.3%
 
1 4644 15.5%
 
2 1578 5.3%
 
3 495 1.7%
 
4 222 0.7%
 
5 139 0.5%
 
6 90 0.3%
 
7 54 0.2%
 
8 32 0.1%
 
9 24 0.1%
 
Other values (18) 99 0.3%
 
(Missing) 12915 43.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 9661 32.3%
 
1 4644 15.5%
 
2 1578 5.3%
 
3 495 1.7%
 
4 222 0.7%
 

Maximum 5 values

ValueCountFrequency (%) 
35 1 < 0.1%
 
34 1 < 0.1%
 
31 1 < 0.1%
 
24 2 < 0.1%
 
23 1 < 0.1%
 

count_rech_3g_8
Numeric

Distinct count30
Unique (%)0.1%
Missing (%)46.8%
Missing (n)14018
Infinite (%)0.0%
Infinite (n)0
Mean0.7776592407
Minimum0
Maximum45
Zeros (%)31.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q31
95-th percentile3
Maximum45
Range45
Interquartile range1

Descriptive statistics

Standard deviation1.668362846
Coef of variation2.145364909
Kurtosis109.1105884
Mean0.7776592407
MAD0.906935634
Skewness7.543661475
Sum12392
Variance2.783434586
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=30)
ValueCountFrequency (%) 
0 9292 31.0%
 
1 4260 14.2%
 
2 1323 4.4%
 
3 446 1.5%
 
4 220 0.7%
 
5 121 0.4%
 
6 72 0.2%
 
7 51 0.2%
 
8 34 0.1%
 
10 23 0.1%
 
Other values (19) 93 0.3%
 
(Missing) 14018 46.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 9292 31.0%
 
1 4260 14.2%
 
2 1323 4.4%
 
3 446 1.5%
 
4 220 0.7%
 

Maximum 5 values

ValueCountFrequency (%) 
45 1 < 0.1%
 
42 1 < 0.1%
 
30 3 < 0.1%
 
29 1 < 0.1%
 
25 1 < 0.1%
 

date_of_last_rech_6
Categorical

Distinct count31
Unique (%)0.1%
Missing (%)0.2%
Missing (n)73
6/30/2014
8365
6/29/2014
5327
6/28/2014
3661
Other values (27)
12527
ValueCountFrequency (%) 
6/30/2014 8365 27.9%
 
6/29/2014 5327 17.8%
 
6/28/2014 3661 12.2%
 
6/27/2014 3155 10.5%
 
6/26/2014 1823 6.1%
 
6/25/2014 1323 4.4%
 
6/24/2014 1041 3.5%
 
6/23/2014 697 2.3%
 
6/21/2014 638 2.1%
 
6/14/2014 549 1.8%
 
Other values (20) 3301 11.0%
 
Max length9
Mean length8.976763596
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

date_of_last_rech_7
Categorical

Distinct count32
Unique (%)0.1%
Missing (%)0.3%
Missing (n)98
7/31/2014
7605
7/30/2014
5276
7/29/2014
3472
Other values (28)
13502
ValueCountFrequency (%) 
7/31/2014 7605 25.4%
 
7/30/2014 5276 17.6%
 
7/29/2014 3472 11.6%
 
7/28/2014 2784 9.3%
 
7/25/2014 1922 6.4%
 
7/27/2014 1786 6.0%
 
7/26/2014 1600 5.3%
 
7/24/2014 926 3.1%
 
7/22/2014 650 2.2%
 
7/15/2014 587 2.0%
 
Other values (21) 3247 10.8%
 
Max length9
Mean length8.973658732
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

date_of_last_rech_8
Categorical

Distinct count32
Unique (%)0.1%
Missing (%)1.9%
Missing (n)582
8/31/2014
6191
8/30/2014
4626
8/29/2014
3357
Other values (28)
15197
ValueCountFrequency (%) 
8/31/2014 6191 20.7%
 
8/30/2014 4626 15.4%
 
8/29/2014 3357 11.2%
 
8/28/2014 3050 10.2%
 
8/26/2014 2284 7.6%
 
8/25/2014 2164 7.2%
 
8/27/2014 1851 6.2%
 
8/24/2014 1308 4.4%
 
8/22/2014 535 1.8%
 
8/23/2014 506 1.7%
 
Other values (21) 3499 11.7%
 
(Missing) 582 1.9%
 
Max length9
Mean length8.859913865
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

date_of_last_rech_data_6
Categorical

Distinct count31
Unique (%)0.1%
Missing (%)44.1%
Missing (n)13213
6/30/2014
 
1552
6/29/2014
 
1307
6/28/2014
 
1281
Other values (27)
12600
(Missing)
13213
ValueCountFrequency (%) 
6/30/2014 1552 5.2%
 
6/29/2014 1307 4.4%
 
6/28/2014 1281 4.3%
 
6/26/2014 1052 3.5%
 
6/27/2014 1005 3.4%
 
6/25/2014 791 2.6%
 
6/24/2014 760 2.5%
 
6/23/2014 583 1.9%
 
6/22/2014 572 1.9%
 
6/21/2014 559 1.9%
 
Other values (20) 7278 24.3%
 
(Missing) 13213 44.1%
 
Max length9
Mean length6.270056422
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

date_of_last_rech_data_7
Categorical

Distinct count32
Unique (%)0.1%
Missing (%)43.1%
Missing (n)12915
7/31/2014
 
1460
7/30/2014
 
1355
7/29/2014
 
1347
Other values (28)
12876
(Missing)
12915
ValueCountFrequency (%) 
7/31/2014 1460 4.9%
 
7/30/2014 1355 4.5%
 
7/29/2014 1347 4.5%
 
7/28/2014 1212 4.0%
 
7/27/2014 908 3.0%
 
7/26/2014 908 3.0%
 
7/25/2014 716 2.4%
 
7/24/2014 603 2.0%
 
7/22/2014 562 1.9%
 
7/23/2014 561 1.9%
 
Other values (21) 7406 24.7%
 
(Missing) 12915 43.1%
 
Max length9
Mean length6.33489133
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

date_of_last_rech_data_8
Categorical

Distinct count32
Unique (%)0.1%
Missing (%)46.8%
Missing (n)14018
8/31/2014
 
1302
8/30/2014
 
1275
8/29/2014
 
1068
Other values (28)
12290
(Missing)
14018
ValueCountFrequency (%) 
8/31/2014 1302 4.3%
 
8/30/2014 1275 4.3%
 
8/29/2014 1068 3.6%
 
8/28/2014 820 2.7%
 
8/27/2014 798 2.7%
 
8/25/2014 750 2.5%
 
8/26/2014 716 2.4%
 
8/24/2014 636 2.1%
 
8/23/2014 560 1.9%
 
8/19/2014 533 1.8%
 
Other values (21) 7477 25.0%
 
(Missing) 14018 46.8%
 
Max length9
Mean length6.109070878
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

df_index
Numeric

Distinct count29953
Unique (%)100.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean50036.95837
Minimum0
Maximum99997
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile4910.6
Q124915
Median50010
Q375239
95-th percentile95071.4
Maximum99997
Range99997
Interquartile range50324

Descriptive statistics

Standard deviation28957.92929
Coef of variation0.5787308068
Kurtosis-1.207164704
Mean50036.95837
MAD25104.10845
Skewness-0.004981544337
Sum1498757014
Variance838561668.7
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 99997.], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
66602 1 < 0.1%
 
81389 1 < 0.1%
 
91519 1 < 0.1%
 
99802 1 < 0.1%
 
36315 1 < 0.1%
 
48605 1 < 0.1%
 
12074 1 < 0.1%
 
24033 1 < 0.1%
 
98271 1 < 0.1%
 
95716 1 < 0.1%
 
Other values (29943) 29943 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1 < 0.1%
 
7 1 < 0.1%
 
8 1 < 0.1%
 
21 1 < 0.1%
 
23 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
99997 1 < 0.1%
 
99988 1 < 0.1%
 
99986 1 < 0.1%
 
99984 1 < 0.1%
 
99981 1 < 0.1%
 

fb_user_6
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)44.1%
Missing (n)13213
1
15511
0
 
1229
(Missing)
13213
ValueCountFrequency (%) 
1 15511 51.8%
 
0 1229 4.1%
 
(Missing) 13213 44.1%
 

fb_user_7
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)43.1%
Missing (n)12915
1
15705
0
 
1333
(Missing)
12915
ValueCountFrequency (%) 
1 15705 52.4%
 
0 1333 4.5%
 
(Missing) 12915 43.1%
 

fb_user_8
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)46.8%
Missing (n)14018
1
14297
0
 
1638
(Missing)
14018
ValueCountFrequency (%) 
1 14297 47.7%
 
0 1638 5.5%
 
(Missing) 14018 46.8%
 

ic_others_6
Numeric

Distinct count1207
Unique (%)4.0%
Missing (%)1.8%
Missing (n)542
Infinite (%)0.0%
Infinite (n)0
Mean1.176511849
Minimum0
Maximum1344.14
Zeros (%)72.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30.06
95-th percentile3.51
Maximum1344.14
Range1344.14
Interquartile range0.06

Descriptive statistics

Standard deviation14.1245666
Coef of variation12.00546055
Kurtosis4680.465563
Mean1.176511849
MAD1.99694954
Skewness58.14202283
Sum34602.39
Variance199.5033816
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 21711 72.5%
 
0.15 220 0.7%
 
0.48 217 0.7%
 
0.06 210 0.7%
 
0.08 199 0.7%
 
0.05 179 0.6%
 
0.1 171 0.6%
 
0.13 135 0.5%
 
0.33 124 0.4%
 
0.11 124 0.4%
 
Other values (1196) 6121 20.4%
 
(Missing) 542 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 21711 72.5%
 
0.01 49 0.2%
 
0.03 98 0.3%
 
0.04 2 < 0.1%
 
0.05 179 0.6%
 

Maximum 5 values

ValueCountFrequency (%) 
1344.14 1 < 0.1%
 
1178.99 1 < 0.1%
 
585.91 1 < 0.1%
 
476.86 1 < 0.1%
 
450.19 1 < 0.1%
 

ic_others_7
Numeric

Distinct count1361
Unique (%)4.5%
Missing (%)1.8%
Missing (n)536
Infinite (%)0.0%
Infinite (n)0
Mean1.529163749
Minimum0
Maximum1495.94
Zeros (%)74.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile4.71
Maximum1495.94
Range1495.94
Interquartile range0

Descriptive statistics

Standard deviation16.15340119
Coef of variation10.56355227
Kurtosis3048.969549
Mean1.529163749
MAD2.60506472
Skewness43.98478381
Sum44983.41
Variance260.9323701
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 22272 74.4%
 
0.1 139 0.5%
 
0.05 121 0.4%
 
0.11 118 0.4%
 
0.06 118 0.4%
 
0.13 112 0.4%
 
0.2 107 0.4%
 
0.46 103 0.3%
 
0.08 102 0.3%
 
0.16 102 0.3%
 
Other values (1350) 6123 20.4%
 
(Missing) 536 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 22272 74.4%
 
0.01 42 0.1%
 
0.03 63 0.2%
 
0.04 1 < 0.1%
 
0.05 121 0.4%
 

Maximum 5 values

ValueCountFrequency (%) 
1495.94 1 < 0.1%
 
816.48 1 < 0.1%
 
619.08 1 < 0.1%
 
613.49 1 < 0.1%
 
501.49 1 < 0.1%
 

ic_others_8
Numeric

Distinct count1250
Unique (%)4.2%
Missing (%)3.9%
Missing (n)1172
Infinite (%)0.0%
Infinite (n)0
Mean1.276098468
Minimum0
Maximum1209.86
Zeros (%)71.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30.06
95-th percentile3.98
Maximum1209.86
Range1209.86
Interquartile range0.06

Descriptive statistics

Standard deviation13.04883649
Coef of variation10.22557179
Kurtosis3249.449616
Mean1.276098468
MAD2.168606515
Skewness46.05572677
Sum36727.39
Variance170.2721338
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 21368 71.3%
 
0.1 248 0.8%
 
0.06 220 0.7%
 
0.08 209 0.7%
 
0.13 143 0.5%
 
0.16 138 0.5%
 
0.11 113 0.4%
 
0.23 113 0.4%
 
0.21 109 0.4%
 
0.25 98 0.3%
 
Other values (1239) 6022 20.1%
 
(Missing) 1172 3.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 21368 71.3%
 
0.01 45 0.2%
 
0.03 61 0.2%
 
0.04 1 < 0.1%
 
0.05 88 0.3%
 

Maximum 5 values

ValueCountFrequency (%) 
1209.86 1 < 0.1%
 
694.53 1 < 0.1%
 
555.34 1 < 0.1%
 
543.99 1 < 0.1%
 
507.81 1 < 0.1%
 

isd_ic_mou_6
Numeric

Distinct count3283
Unique (%)11.0%
Missing (%)1.8%
Missing (n)542
Infinite (%)0.0%
Infinite (n)0
Mean11.00004522
Minimum0
Maximum6789.41
Zeros (%)76.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile43.61
Maximum6789.41
Range6789.41
Interquartile range0

Descriptive statistics

Standard deviation77.47984978
Coef of variation7.043593751
Kurtosis2323.435213
Mean11.00004522
MAD18.83940929
Skewness34.23912786
Sum323522.33
Variance6003.127121
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 22791 76.1%
 
0.01 129 0.4%
 
0.03 86 0.3%
 
0.05 67 0.2%
 
0.53 44 0.1%
 
0.46 39 0.1%
 
0.51 35 0.1%
 
0.5 34 0.1%
 
0.43 33 0.1%
 
0.06 31 0.1%
 
Other values (3272) 6122 20.4%
 
(Missing) 542 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 22791 76.1%
 
0.01 129 0.4%
 
0.03 86 0.3%
 
0.04 2 < 0.1%
 
0.05 67 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
6789.41 1 < 0.1%
 
3965.69 1 < 0.1%
 
2138.98 1 < 0.1%
 
1626.71 1 < 0.1%
 
1624.54 1 < 0.1%
 

isd_ic_mou_7
Numeric

Distinct count3489
Unique (%)11.6%
Missing (%)1.8%
Missing (n)536
Infinite (%)0.0%
Infinite (n)0
Mean12.10990074
Minimum0
Maximum4747.91
Zeros (%)75.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile48.206
Maximum4747.91
Range4747.91
Interquartile range0

Descriptive statistics

Standard deviation80.95371014
Coef of variation6.684919381
Kurtosis1001.062311
Mean12.10990074
MAD20.53111984
Skewness24.18512625
Sum356236.95
Variance6553.503185
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 22537 75.2%
 
0.01 62 0.2%
 
0.46 48 0.2%
 
0.05 39 0.1%
 
0.03 33 0.1%
 
0.43 30 0.1%
 
0.45 30 0.1%
 
0.33 29 0.1%
 
0.2 28 0.1%
 
0.06 28 0.1%
 
Other values (3478) 6553 21.9%
 
(Missing) 536 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 22537 75.2%
 
0.01 62 0.2%
 
0.03 33 0.1%
 
0.05 39 0.1%
 
0.06 28 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
4747.91 1 < 0.1%
 
4512.64 1 < 0.1%
 
3657.08 1 < 0.1%
 
2224.83 1 < 0.1%
 
2043.41 1 < 0.1%
 

isd_ic_mou_8
Numeric

Distinct count3358
Unique (%)11.2%
Missing (%)3.9%
Missing (n)1172
Infinite (%)0.0%
Infinite (n)0
Mean11.46360898
Minimum0
Maximum3432.88
Zeros (%)74.7%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile44.31
Maximum3432.88
Range3432.88
Interquartile range0

Descriptive statistics

Standard deviation72.04441005
Coef of variation6.284618586
Kurtosis459.3698887
Mean11.46360898
MAD19.56326803
Skewness17.01689202
Sum329934.13
Variance5190.39702
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 22388 74.7%
 
0.46 55 0.2%
 
0.01 46 0.2%
 
0.48 43 0.1%
 
0.03 43 0.1%
 
0.45 39 0.1%
 
0.33 35 0.1%
 
0.31 35 0.1%
 
0.2 31 0.1%
 
0.3 29 0.1%
 
Other values (3347) 6037 20.2%
 
(Missing) 1172 3.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 22388 74.7%
 
0.01 46 0.2%
 
0.03 43 0.1%
 
0.05 29 0.1%
 
0.06 16 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
3432.88 1 < 0.1%
 
2752.94 1 < 0.1%
 
2396.69 1 < 0.1%
 
2204.08 1 < 0.1%
 
1824.19 1 < 0.1%
 

isd_og_mou_6
Numeric

Distinct count1032
Unique (%)3.4%
Missing (%)1.8%
Missing (n)542
Infinite (%)0.0%
Infinite (n)0
Mean2.215076672
Minimum0
Maximum5900.66
Zeros (%)90.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile0.91
Maximum5900.66
Range5900.66
Interquartile range0

Descriptive statistics

Standard deviation46.30879009
Coef of variation20.90617931
Kurtosis9856.579649
Mean2.215076672
MAD4.209336128
Skewness86.45321176
Sum65147.62
Variance2144.504039
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 27069 90.4%
 
1.01 50 0.2%
 
0.01 41 0.1%
 
0.03 37 0.1%
 
0.06 33 0.1%
 
0.31 28 0.1%
 
0.25 27 0.1%
 
2.01 26 0.1%
 
0.18 26 0.1%
 
0.3 25 0.1%
 
Other values (1021) 2049 6.8%
 
(Missing) 542 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 27069 90.4%
 
0.01 41 0.1%
 
0.03 37 0.1%
 
0.05 20 0.1%
 
0.06 33 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
5900.66 1 < 0.1%
 
3229.29 1 < 0.1%
 
1460.36 1 < 0.1%
 
1319.33 1 < 0.1%
 
1233.43 1 < 0.1%
 

isd_og_mou_7
Highly correlated

This variable is highly correlated with isd_og_mou_6 and should be ignored for analysis

Correlation0.9332748768

isd_og_mou_8
Highly correlated

This variable is highly correlated with isd_og_mou_7 and should be ignored for analysis

Correlation0.9498087951

jul_vbc_3g
Numeric

Distinct count10002
Unique (%)33.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean179.0576293
Minimum0
Maximum9165.6
Zeros (%)64.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q3137.86
95-th percentile985.618
Maximum9165.6
Range9165.6
Interquartile range137.86

Descriptive statistics

Standard deviation443.7562467
Coef of variation2.478287289
Kurtosis44.44906501
Mean179.0576293
MAD257.3007462
Skewness5.078148039
Sum5363313.17
Variance196919.6065
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.000000e+00 1.000000e-02 4.100000e-01 2.065000e+00 4.022000e+01 ... 1.973065e+03 2.579380e+03 3.467295e+03 5.178350e+03 9.165600e+03], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 19308 64.5%
 
0.02 4 < 0.1%
 
0.03 4 < 0.1%
 
0.14 4 < 0.1%
 
3.55 3 < 0.1%
 
49.07 3 < 0.1%
 
28.21 3 < 0.1%
 
48.5 3 < 0.1%
 
0.4 3 < 0.1%
 
102.5 3 < 0.1%
 
Other values (9992) 10615 35.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 19308 64.5%
 
0.02 4 < 0.1%
 
0.03 4 < 0.1%
 
0.04 2 < 0.1%
 
0.07 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
9165.6 1 < 0.1%
 
8716.15 1 < 0.1%
 
7994.84 1 < 0.1%
 
7237.78 1 < 0.1%
 
7097.57 1 < 0.1%
 

jun_vbc_3g
Numeric

Distinct count9283
Unique (%)31.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean158.7318646
Minimum0
Maximum11166.21
Zeros (%)67.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q398.75
95-th percentile885.864
Maximum11166.21
Range11166.21
Interquartile range98.75

Descriptive statistics

Standard deviation416.9895011
Coef of variation2.627005625
Kurtosis59.045946
Mean158.7318646
MAD233.2081386
Skewness5.686657284
Sum4754495.54
Variance173880.244
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.000000e+00 1.000000e-02 1.175000e+00 1.400000e+01 4.886500e+01 ... 2.063275e+03 2.614875e+03 3.526455e+03 4.993750e+03 1.116621e+04], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 20060 67.0%
 
0.57 5 < 0.1%
 
1.01 4 < 0.1%
 
0.03 4 < 0.1%
 
111.45 3 < 0.1%
 
12.96 3 < 0.1%
 
1.89 3 < 0.1%
 
212.34 3 < 0.1%
 
410.51 3 < 0.1%
 
8.21 3 < 0.1%
 
Other values (9273) 9862 32.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 20060 67.0%
 
0.02 1 < 0.1%
 
0.03 4 < 0.1%
 
0.04 1 < 0.1%
 
0.05 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
11166.21 1 < 0.1%
 
7581.25 1 < 0.1%
 
7080.38 1 < 0.1%
 
6931.81 1 < 0.1%
 
6902.77 1 < 0.1%
 

last_date_of_month_6
Constant

This variable is constant and should be ignored for analysis

Constant value6/30/2014

last_date_of_month_7
Categorical

Distinct count2
Unique (%)< 0.1%
Missing (%)0.1%
Missing (n)27
7/31/2014
29926
(Missing)
 
27
ValueCountFrequency (%) 
7/31/2014 29926 99.9%
 
(Missing) 27 0.1%
 
Max length9
Mean length8.994591527
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

last_date_of_month_8
Categorical

Distinct count2
Unique (%)< 0.1%
Missing (%)0.6%
Missing (n)165
8/31/2014
29788
(Missing)
 
165
ValueCountFrequency (%) 
8/31/2014 29788 99.4%
 
(Missing) 165 0.6%
 
Max length9
Mean length8.966948219
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

last_day_rch_amt_6
Numeric

Distinct count156
Unique (%)0.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean100.9343972
Minimum0
Maximum4010
Zeros (%)14.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q125
Median67
Q3120
95-th percentile252
Maximum4010
Range4010
Interquartile range95

Descriptive statistics

Standard deviation143.8182468
Coef of variation1.424868536
Kurtosis90.58406916
Mean100.9343972
MAD78.94813441
Skewness6.662221968
Sum3023288
Variance20683.6881
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.0000e+00 2.5000e+00 6.0000e+00 9.5000e+00 1.1000e+01 ... 1.0055e+03 1.0990e+03 1.4895e+03 2.1495e+03 4.0100e+03], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
110 6028 20.1%
 
0 4375 14.6%
 
30 2717 9.1%
 
50 2334 7.8%
 
120 1549 5.2%
 
25 1202 4.0%
 
20 1084 3.6%
 
252 968 3.2%
 
10 889 3.0%
 
250 808 2.7%
 
Other values (146) 7999 26.7%
 

Minimum 5 values

ValueCountFrequency (%) 
0 4375 14.6%
 
5 3 < 0.1%
 
7 42 0.1%
 
9 59 0.2%
 
10 889 3.0%
 

Maximum 5 values

ValueCountFrequency (%) 
4010 1 < 0.1%
 
3350 1 < 0.1%
 
3299 1 < 0.1%
 
3100 2 < 0.1%
 
3010 1 < 0.1%
 

last_day_rch_amt_7
Numeric

Distinct count152
Unique (%)0.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean100.3773579
Minimum0
Maximum4010
Zeros (%)17.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q120
Median50
Q3130
95-th percentile252
Maximum4010
Range4010
Interquartile range110

Descriptive statistics

Standard deviation141.0013766
Coef of variation1.404712971
Kurtosis72.62864229
Mean100.3773579
MAD83.04311149
Skewness5.848030943
Sum3006603
Variance19881.38821
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.0000e+00 5.0000e-01 6.0000e+00 9.5000e+00 1.1500e+01 ... 9.7550e+02 1.0055e+03 1.0990e+03 2.1495e+03 4.0100e+03], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 5337 17.8%
 
110 2658 8.9%
 
30 2442 8.2%
 
50 2281 7.6%
 
130 1792 6.0%
 
128 1704 5.7%
 
25 1190 4.0%
 
20 999 3.3%
 
252 924 3.1%
 
10 829 2.8%
 
Other values (142) 9797 32.7%
 

Minimum 5 values

ValueCountFrequency (%) 
0 5337 17.8%
 
1 2 < 0.1%
 
4 1 < 0.1%
 
5 3 < 0.1%
 
7 65 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
4010 1 < 0.1%
 
3100 2 < 0.1%
 
2933 1 < 0.1%
 
2199 1 < 0.1%
 
2100 7 < 0.1%
 

last_day_rch_amt_8
Numeric

Distinct count181
Unique (%)0.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean92.4430608
Minimum0
Maximum4449
Zeros (%)25.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median50
Q3130
95-th percentile252
Maximum4449
Range4449
Interquartile range130

Descriptive statistics

Standard deviation145.2473149
Coef of variation1.571208414
Kurtosis142.0091767
Mean92.4430608
MAD86.83107426
Skewness7.970605404
Sum2768947
Variance21096.78249
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.0000e+00 5.0000e-01 6.0000e+00 9.5000e+00 1.1000e+01 ... 9.7550e+02 1.0005e+03 1.0740e+03 1.2810e+03 4.4490e+03], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 7740 25.8%
 
130 4740 15.8%
 
30 2277 7.6%
 
50 2175 7.3%
 
20 968 3.2%
 
25 920 3.1%
 
252 880 2.9%
 
10 843 2.8%
 
150 749 2.5%
 
250 742 2.5%
 
Other values (171) 7919 26.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 7740 25.8%
 
1 1 < 0.1%
 
4 1 < 0.1%
 
5 2 < 0.1%
 
7 99 0.3%
 

Maximum 5 values

ValueCountFrequency (%) 
4449 2 < 0.1%
 
3399 1 < 0.1%
 
3299 1 < 0.1%
 
3100 6 < 0.1%
 
3010 1 < 0.1%
 

loc_ic_mou_6
Numeric

Distinct count18505
Unique (%)61.8%
Missing (%)1.8%
Missing (n)542
Infinite (%)0.0%
Infinite (n)0
Mean235.5467101
Minimum0
Maximum7454.63
Zeros (%)2.7%
Mini histogram

Quantile statistics

Minimum0
5-th percentile3.2
Q151.335
Median138.73
Q3302.325
95-th percentile766.11
Maximum7454.63
Range7454.63
Interquartile range250.99

Descriptive statistics

Standard deviation316.3117495
Coef of variation1.342883326
Kurtosis41.52011184
Mean235.5467101
MAD196.8085288
Skewness4.540549825
Sum6927664.29
Variance100053.1229
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 805 2.7%
 
26.33 9 < 0.1%
 
0.26 9 < 0.1%
 
3.66 8 < 0.1%
 
98.86 8 < 0.1%
 
86.98 8 < 0.1%
 
20.51 8 < 0.1%
 
15.89 8 < 0.1%
 
11.28 8 < 0.1%
 
12.98 8 < 0.1%
 
Other values (18494) 28532 95.3%
 
(Missing) 542 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 805 2.7%
 
0.01 2 < 0.1%
 
0.03 2 < 0.1%
 
0.04 1 < 0.1%
 
0.05 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
7454.63 1 < 0.1%
 
6496.11 1 < 0.1%
 
5085.63 1 < 0.1%
 
4729.81 1 < 0.1%
 
4648.29 1 < 0.1%
 

loc_ic_mou_7
Numeric

Distinct count18484
Unique (%)61.7%
Missing (%)1.8%
Missing (n)536
Infinite (%)0.0%
Infinite (n)0
Mean238.7272043
Minimum0
Maximum6466.74
Zeros (%)2.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile4.608
Q156.39
Median141.86
Q3303.23
95-th percentile779.178
Maximum6466.74
Range6466.74
Interquartile range246.84

Descriptive statistics

Standard deviation317.4432017
Coef of variation1.329731995
Kurtosis35.26005439
Mean238.7272043
MAD197.024406
Skewness4.377917247
Sum7022638.17
Variance100770.1863
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 713 2.4%
 
1.76 10 < 0.1%
 
59.84 9 < 0.1%
 
0.76 9 < 0.1%
 
54.94 8 < 0.1%
 
14.84 7 < 0.1%
 
10.98 7 < 0.1%
 
90.19 7 < 0.1%
 
0.38 7 < 0.1%
 
2.66 7 < 0.1%
 
Other values (18473) 28633 95.6%
 
(Missing) 536 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 713 2.4%
 
0.03 2 < 0.1%
 
0.06 4 < 0.1%
 
0.08 1 < 0.1%
 
0.09 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
6466.74 1 < 0.1%
 
5658.71 1 < 0.1%
 
5382.08 1 < 0.1%
 
4229.44 1 < 0.1%
 
4176.84 1 < 0.1%
 

loc_ic_mou_8
Numeric

Distinct count18049
Unique (%)60.3%
Missing (%)3.9%
Missing (n)1172
Infinite (%)0.0%
Infinite (n)0
Mean232.48726
Minimum0
Maximum5388.74
Zeros (%)3.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.99
Q148.69
Median137.68
Q3295.28
95-th percentile773.03
Maximum5388.74
Range5388.74
Interquartile range246.59

Descriptive statistics

Standard deviation311.3237387
Coef of variation1.33910021
Kurtosis31.42270743
Mean232.48726
MAD195.6321262
Skewness4.156925604
Sum6691215.83
Variance96922.47027
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 1173 3.9%
 
0.25 11 < 0.1%
 
31.84 9 < 0.1%
 
0.43 9 < 0.1%
 
79.23 9 < 0.1%
 
0.26 8 < 0.1%
 
0.33 8 < 0.1%
 
0.98 8 < 0.1%
 
9.39 8 < 0.1%
 
85.63 8 < 0.1%
 
Other values (18038) 27530 91.9%
 
(Missing) 1172 3.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1173 3.9%
 
0.01 2 < 0.1%
 
0.03 3 < 0.1%
 
0.05 3 < 0.1%
 
0.06 6 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
5388.74 1 < 0.1%
 
5305.14 1 < 0.1%
 
4652.79 1 < 0.1%
 
4443.71 1 < 0.1%
 
4440.11 1 < 0.1%
 

loc_ic_t2f_mou_6
Numeric

Distinct count4751
Unique (%)15.9%
Missing (%)1.8%
Missing (n)542
Infinite (%)0.0%
Infinite (n)0
Mean15.57352453
Minimum0
Maximum1678.41
Zeros (%)32.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median2.01
Q312.34
95-th percentile72.54
Maximum1678.41
Range1678.41
Interquartile range12.34

Descriptive statistics

Standard deviation46.1577029
Coef of variation2.963857206
Kurtosis204.0431373
Mean15.57352453
MAD20.2284071
Skewness10.53920797
Sum458032.93
Variance2130.533537
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 9620 32.1%
 
0.61 76 0.3%
 
0.48 70 0.2%
 
0.25 70 0.2%
 
0.23 70 0.2%
 
0.38 67 0.2%
 
0.43 67 0.2%
 
0.5 67 0.2%
 
0.41 66 0.2%
 
0.33 65 0.2%
 
Other values (4740) 19173 64.0%
 
(Missing) 542 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 9620 32.1%
 
0.01 15 0.1%
 
0.03 14 < 0.1%
 
0.05 10 < 0.1%
 
0.06 19 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1678.41 1 < 0.1%
 
1373.09 1 < 0.1%
 
1323.76 1 < 0.1%
 
1298.73 1 < 0.1%
 
1013.21 1 < 0.1%
 

loc_ic_t2f_mou_7
Numeric

Distinct count4817
Unique (%)16.1%
Missing (%)1.8%
Missing (n)536
Infinite (%)0.0%
Infinite (n)0
Mean16.33882551
Minimum0
Maximum1983.01
Zeros (%)30.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median2.16
Q312.61
95-th percentile74.444
Maximum1983.01
Range1983.01
Interquartile range12.61

Descriptive statistics

Standard deviation49.59980018
Coef of variation3.035701688
Kurtosis230.1710733
Mean16.33882551
MAD21.25092957
Skewness11.15139802
Sum480639.23
Variance2460.140178
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 9222 30.8%
 
0.5 82 0.3%
 
0.41 76 0.3%
 
0.56 75 0.3%
 
0.28 73 0.2%
 
0.31 73 0.2%
 
0.4 72 0.2%
 
0.38 68 0.2%
 
0.46 68 0.2%
 
0.33 66 0.2%
 
Other values (4806) 19542 65.2%
 
(Missing) 536 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 9222 30.8%
 
0.01 12 < 0.1%
 
0.03 19 0.1%
 
0.05 18 0.1%
 
0.06 19 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1983.01 1 < 0.1%
 
1393.11 1 < 0.1%
 
1385.86 1 < 0.1%
 
1377.24 1 < 0.1%
 
1146.28 1 < 0.1%
 

loc_ic_t2f_mou_8
Numeric

Distinct count4653
Unique (%)15.5%
Missing (%)3.9%
Missing (n)1172
Infinite (%)0.0%
Infinite (n)0
Mean15.00187242
Minimum0
Maximum1588.53
Zeros (%)30.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median2.01
Q312.01
95-th percentile68.11
Maximum1588.53
Range1588.53
Interquartile range12.01

Descriptive statistics

Standard deviation44.10927648
Coef of variation2.940251407
Kurtosis216.4316871
Mean15.00187242
MAD19.39583574
Skewness10.72387159
Sum431768.89
Variance1945.628271
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 9167 30.6%
 
0.45 88 0.3%
 
0.25 79 0.3%
 
0.41 78 0.3%
 
0.35 75 0.3%
 
0.33 73 0.2%
 
0.38 73 0.2%
 
0.46 73 0.2%
 
0.26 70 0.2%
 
0.31 67 0.2%
 
Other values (4642) 18938 63.2%
 
(Missing) 1172 3.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 9167 30.6%
 
0.01 19 0.1%
 
0.03 14 < 0.1%
 
0.05 11 < 0.1%
 
0.06 21 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1588.53 1 < 0.1%
 
1459.69 1 < 0.1%
 
1309.51 1 < 0.1%
 
1205.06 1 < 0.1%
 
1162.98 1 < 0.1%
 

loc_ic_t2m_mou_6
Numeric

Distinct count15451
Unique (%)51.6%
Missing (%)1.8%
Missing (n)542
Infinite (%)0.0%
Infinite (n)0
Mean153.2472299
Minimum0
Maximum4693.86
Zeros (%)3.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile1.22
Q130.6
Median86.78
Q3191.935
95-th percentile512.555
Maximum4693.86
Range4693.86
Interquartile range161.335

Descriptive statistics

Standard deviation220.3710433
Coef of variation1.438009962
Kurtosis47.57868685
Mean153.2472299
MAD132.204399
Skewness5.022834131
Sum4507154.28
Variance48563.3967
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 1035 3.5%
 
0.63 13 < 0.1%
 
0.96 11 < 0.1%
 
0.26 10 < 0.1%
 
0.43 10 < 0.1%
 
3.36 10 < 0.1%
 
3.86 10 < 0.1%
 
12.04 10 < 0.1%
 
13.28 10 < 0.1%
 
26.26 9 < 0.1%
 
Other values (15440) 28283 94.4%
 
(Missing) 542 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1035 3.5%
 
0.01 4 < 0.1%
 
0.03 2 < 0.1%
 
0.04 1 < 0.1%
 
0.05 3 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
4693.86 1 < 0.1%
 
4450.74 1 < 0.1%
 
3874.49 1 < 0.1%
 
3783.54 1 < 0.1%
 
3499.53 1 < 0.1%
 

loc_ic_t2m_mou_7
Numeric

Distinct count15538
Unique (%)51.9%
Missing (%)1.8%
Missing (n)536
Infinite (%)0.0%
Infinite (n)0
Mean154.4764874
Minimum0
Maximum4171.51
Zeros (%)2.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile2.04
Q133.38
Median88.41
Q3193.91
95-th percentile515.2
Maximum4171.51
Range4171.51
Interquartile range160.53

Descriptive statistics

Standard deviation219.3768526
Coef of variation1.420131026
Kurtosis47.13099165
Mean154.4764874
MAD131.0796524
Skewness5.06788093
Sum4544234.83
Variance48126.20347
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 880 2.9%
 
14.03 11 < 0.1%
 
1.76 10 < 0.1%
 
0.76 10 < 0.1%
 
0.93 10 < 0.1%
 
4.08 10 < 0.1%
 
27.93 10 < 0.1%
 
16.73 10 < 0.1%
 
1.61 10 < 0.1%
 
0.56 9 < 0.1%
 
Other values (15527) 28447 95.0%
 
(Missing) 536 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 880 2.9%
 
0.01 3 < 0.1%
 
0.03 3 < 0.1%
 
0.05 3 < 0.1%
 
0.06 5 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
4171.51 1 < 0.1%
 
4085.11 1 < 0.1%
 
4027.03 1 < 0.1%
 
3890.93 1 < 0.1%
 
3758.03 1 < 0.1%
 

loc_ic_t2m_mou_8
Numeric

Distinct count15111
Unique (%)50.4%
Missing (%)3.9%
Missing (n)1172
Infinite (%)0.0%
Infinite (n)0
Mean152.2615733
Minimum0
Maximum4643.49
Zeros (%)4.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.26
Q129.58
Median85.81
Q3191.84
95-th percentile520.91
Maximum4643.49
Range4643.49
Interquartile range162.26

Descriptive statistics

Standard deviation217.2524096
Coef of variation1.426836758
Kurtosis47.08274863
Mean152.2615733
MAD131.907467
Skewness4.91841089
Sum4382240.34
Variance47198.60947
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 1361 4.5%
 
0.66 13 < 0.1%
 
0.98 12 < 0.1%
 
34.33 11 < 0.1%
 
0.25 11 < 0.1%
 
0.68 11 < 0.1%
 
0.21 10 < 0.1%
 
3.99 10 < 0.1%
 
23.06 10 < 0.1%
 
0.61 10 < 0.1%
 
Other values (15100) 27322 91.2%
 
(Missing) 1172 3.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1361 4.5%
 
0.01 2 < 0.1%
 
0.03 3 < 0.1%
 
0.05 3 < 0.1%
 
0.06 4 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
4643.49 1 < 0.1%
 
4412.29 1 < 0.1%
 
3968.68 1 < 0.1%
 
3645.51 1 < 0.1%
 
3635.73 1 < 0.1%
 

loc_ic_t2o_mou
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.7%
Missing (n)223
0
29730
(Missing)
 
223
ValueCountFrequency (%) 
0 29730 99.3%
 
(Missing) 223 0.7%
 

loc_ic_t2t_mou_6
Numeric

Distinct count9505
Unique (%)31.7%
Missing (%)1.8%
Missing (n)542
Infinite (%)0.0%
Infinite (n)0
Mean66.71614532
Minimum0
Maximum6351.44
Zeros (%)7.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q16.83
Median26.06
Q368.84
95-th percentile238.165
Maximum6351.44
Range6351.44
Interquartile range62.01

Descriptive statistics

Standard deviation165.1146298
Coef of variation2.474882639
Kurtosis232.9388203
Mean66.71614532
MAD69.27137115
Skewness11.76945438
Sum1962188.55
Variance27262.84097
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 2211 7.4%
 
0.68 28 0.1%
 
0.28 26 0.1%
 
0.31 26 0.1%
 
0.36 26 0.1%
 
0.58 25 0.1%
 
0.26 25 0.1%
 
0.91 25 0.1%
 
0.3 24 0.1%
 
0.4 24 0.1%
 
Other values (9494) 26971 90.0%
 
(Missing) 542 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 2211 7.4%
 
0.01 8 < 0.1%
 
0.03 7 < 0.1%
 
0.05 10 < 0.1%
 
0.06 5 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
6351.44 1 < 0.1%
 
4363.96 1 < 0.1%
 
4301.58 1 < 0.1%
 
4261.76 1 < 0.1%
 
3999.03 1 < 0.1%
 

loc_ic_t2t_mou_7
Numeric

Distinct count9657
Unique (%)32.2%
Missing (%)1.8%
Missing (n)536
Infinite (%)0.0%
Infinite (n)0
Mean67.902007
Minimum0
Maximum5709.59
Zeros (%)6.7%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q17.56
Median26.68
Q370.03
95-th percentile236.098
Maximum5709.59
Range5709.59
Interquartile range62.47

Descriptive statistics

Standard deviation168.7969879
Coef of variation2.485890997
Kurtosis190.4577944
Mean67.902007
MAD70.28861944
Skewness10.97663015
Sum1997473.34
Variance28492.42313
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 2008 6.7%
 
0.78 30 0.1%
 
0.46 27 0.1%
 
0.26 26 0.1%
 
0.35 26 0.1%
 
0.33 25 0.1%
 
0.25 24 0.1%
 
1.76 24 0.1%
 
0.81 23 0.1%
 
0.66 23 0.1%
 
Other values (9646) 27181 90.7%
 
(Missing) 536 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 2008 6.7%
 
0.01 14 < 0.1%
 
0.03 9 < 0.1%
 
0.05 3 < 0.1%
 
0.06 6 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
5709.59 1 < 0.1%
 
5080.88 1 < 0.1%
 
3984.03 1 < 0.1%
 
3710.59 1 < 0.1%
 
3580.63 1 < 0.1%
 

loc_ic_t2t_mou_8
Numeric

Distinct count9360
Unique (%)31.2%
Missing (%)3.9%
Missing (n)1172
Infinite (%)0.0%
Infinite (n)0
Mean65.21409194
Minimum0
Maximum4003.21
Zeros (%)8.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q16.38
Median24.78
Q367.71
95-th percentile229.66
Maximum4003.21
Range4003.21
Interquartile range61.33

Descriptive statistics

Standard deviation161.7180037
Coef of variation2.479801511
Kurtosis161.820804
Mean65.21409194
MAD68.26759851
Skewness10.36882106
Sum1876926.78
Variance26152.71273
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 2540 8.5%
 
0.36 29 0.1%
 
0.66 28 0.1%
 
0.53 26 0.1%
 
0.58 26 0.1%
 
0.43 25 0.1%
 
0.33 25 0.1%
 
0.5 25 0.1%
 
0.46 23 0.1%
 
0.86 23 0.1%
 
Other values (9349) 26011 86.8%
 
(Missing) 1172 3.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 2540 8.5%
 
0.01 14 < 0.1%
 
0.03 6 < 0.1%
 
0.05 11 < 0.1%
 
0.06 7 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
4003.21 1 < 0.1%
 
3971.94 1 < 0.1%
 
3954.26 1 < 0.1%
 
3879.93 1 < 0.1%
 
3812.94 1 < 0.1%
 

loc_og_mou_6
Numeric

Distinct count18335
Unique (%)61.2%
Missing (%)1.8%
Missing (n)542
Infinite (%)0.0%
Infinite (n)0
Mean258.9255003
Minimum0
Maximum10643.38
Zeros (%)6.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q135.98
Median129.48
Q3337.485
95-th percentile920.52
Maximum10643.38
Range10643.38
Interquartile range301.505

Descriptive statistics

Standard deviation380.4275674
Coef of variation1.469254928
Kurtosis44.25426692
Mean258.9255003
MAD239.8818495
Skewness4.471023783
Sum7615257.89
Variance144725.134
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 1797 6.0%
 
3.58 15 0.1%
 
0.23 10 < 0.1%
 
1.03 10 < 0.1%
 
3.88 10 < 0.1%
 
0.63 10 < 0.1%
 
6.24 10 < 0.1%
 
19.61 10 < 0.1%
 
21.76 9 < 0.1%
 
1.51 9 < 0.1%
 
Other values (18324) 27521 91.9%
 
(Missing) 542 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1797 6.0%
 
0.01 7 < 0.1%
 
0.03 6 < 0.1%
 
0.05 3 < 0.1%
 
0.06 3 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
10643.38 1 < 0.1%
 
6153.29 1 < 0.1%
 
5528.09 1 < 0.1%
 
5394.83 1 < 0.1%
 
5317.78 1 < 0.1%
 

loc_og_mou_7
Numeric

Distinct count18494
Unique (%)61.7%
Missing (%)1.8%
Missing (n)536
Infinite (%)0.0%
Infinite (n)0
Mean259.9367838
Minimum0
Maximum7674.78
Zeros (%)5.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q137.76
Median132.89
Q3338.73
95-th percentile915.13
Maximum7674.78
Range7674.78
Interquartile range300.97

Descriptive statistics

Standard deviation377.4255936
Coef of variation1.451989934
Kurtosis37.23627591
Mean259.9367838
MAD238.5694601
Skewness4.368345987
Sum7646560.37
Variance142450.0787
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 1761 5.9%
 
1.56 11 < 0.1%
 
2.48 11 < 0.1%
 
0.03 10 < 0.1%
 
10.11 9 < 0.1%
 
10.19 9 < 0.1%
 
37.71 9 < 0.1%
 
0.28 9 < 0.1%
 
0.98 8 < 0.1%
 
0.2 8 < 0.1%
 
Other values (18483) 27572 92.1%
 
(Missing) 536 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1761 5.9%
 
0.01 4 < 0.1%
 
0.03 10 < 0.1%
 
0.05 3 < 0.1%
 
0.06 3 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
7674.78 1 < 0.1%
 
7483.08 1 < 0.1%
 
6419.79 1 < 0.1%
 
6273.03 1 < 0.1%
 
5844.73 1 < 0.1%
 

loc_og_mou_8
Numeric

Distinct count17566
Unique (%)58.6%
Missing (%)3.9%
Missing (n)1172
Infinite (%)0.0%
Infinite (n)0
Mean245.4677746
Minimum0
Maximum11039.91
Zeros (%)7.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q129.66
Median121.04
Q3322.03
95-th percentile878.11
Maximum11039.91
Range11039.91
Interquartile range292.37

Descriptive statistics

Standard deviation367.6845739
Coef of variation1.497893459
Kurtosis72.91378138
Mean245.4677746
MAD230.5391388
Skewness5.273691587
Sum7064808.02
Variance135191.9459
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 2372 7.9%
 
1.08 13 < 0.1%
 
1.68 11 < 0.1%
 
0.98 11 < 0.1%
 
1.01 10 < 0.1%
 
5.26 10 < 0.1%
 
2.11 10 < 0.1%
 
0.73 10 < 0.1%
 
0.23 10 < 0.1%
 
1.03 10 < 0.1%
 
Other values (17555) 26314 87.9%
 
(Missing) 1172 3.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 2372 7.9%
 
0.01 5 < 0.1%
 
0.03 3 < 0.1%
 
0.05 5 < 0.1%
 
0.06 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
11039.91 1 < 0.1%
 
10196.83 1 < 0.1%
 
7661.29 1 < 0.1%
 
6826.69 1 < 0.1%
 
5533.81 1 < 0.1%
 

loc_og_t2c_mou_6
Numeric

Distinct count1683
Unique (%)5.6%
Missing (%)1.8%
Missing (n)542
Infinite (%)0.0%
Infinite (n)0
Mean1.606448268
Minimum0
Maximum271.44
Zeros (%)73.7%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile9.06
Maximum271.44
Range271.44
Interquartile range0

Descriptive statistics

Standard deviation6.362329996
Coef of variation3.960494791
Kurtosis298.7427112
Mean1.606448268
MAD2.568586783
Skewness12.73862975
Sum47247.25
Variance40.47924298
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 22063 73.7%
 
0.01 74 0.2%
 
0.03 63 0.2%
 
0.08 58 0.2%
 
0.2 46 0.2%
 
0.18 45 0.2%
 
0.06 44 0.1%
 
0.05 41 0.1%
 
0.11 39 0.1%
 
0.16 39 0.1%
 
Other values (1672) 6899 23.0%
 
(Missing) 542 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 22063 73.7%
 
0.01 74 0.2%
 
0.03 63 0.2%
 
0.04 3 < 0.1%
 
0.05 41 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
271.44 1 < 0.1%
 
206.24 1 < 0.1%
 
184.56 1 < 0.1%
 
182.73 1 < 0.1%
 
159.09 1 < 0.1%
 

loc_og_t2c_mou_7
Numeric

Distinct count1764
Unique (%)5.9%
Missing (%)1.8%
Missing (n)536
Infinite (%)0.0%
Infinite (n)0
Mean1.923150899
Minimum0
Maximum569.71
Zeros (%)72.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30.15
95-th percentile10.38
Maximum569.71
Range569.71
Interquartile range0.15

Descriptive statistics

Standard deviation9.222969374
Coef of variation4.795759594
Kurtosis1104.608957
Mean1.923150899
MAD3.0480735
Skewness25.45975872
Sum56573.33
Variance85.06316408
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 21666 72.3%
 
0.01 61 0.2%
 
0.08 54 0.2%
 
0.1 49 0.2%
 
0.06 49 0.2%
 
0.11 49 0.2%
 
0.13 46 0.2%
 
0.03 43 0.1%
 
0.16 41 0.1%
 
0.38 40 0.1%
 
Other values (1753) 7319 24.4%
 
(Missing) 536 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 21666 72.3%
 
0.01 61 0.2%
 
0.03 43 0.1%
 
0.05 37 0.1%
 
0.06 49 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
569.71 1 < 0.1%
 
458.76 1 < 0.1%
 
428.88 1 < 0.1%
 
361.34 1 < 0.1%
 
334.43 1 < 0.1%
 

loc_og_t2c_mou_8
Numeric

Distinct count1721
Unique (%)5.7%
Missing (%)3.9%
Missing (n)1172
Infinite (%)0.0%
Infinite (n)0
Mean1.771192106
Minimum0
Maximum351.83
Zeros (%)70.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30.11
95-th percentile9.7
Maximum351.83
Range351.83
Interquartile range0.11

Descriptive statistics

Standard deviation7.283266713
Coef of variation4.112070446
Kurtosis513.7328671
Mean1.771192106
MAD2.81753541
Skewness16.38397245
Sum50976.68
Variance53.04597402
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 21233 70.9%
 
0.13 79 0.3%
 
0.01 76 0.3%
 
0.1 62 0.2%
 
0.05 58 0.2%
 
0.03 58 0.2%
 
0.26 55 0.2%
 
0.08 49 0.2%
 
0.11 43 0.1%
 
0.36 41 0.1%
 
Other values (1710) 7027 23.5%
 
(Missing) 1172 3.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 21233 70.9%
 
0.01 76 0.3%
 
0.03 58 0.2%
 
0.05 58 0.2%
 
0.06 41 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
351.83 1 < 0.1%
 
303.36 1 < 0.1%
 
298.66 1 < 0.1%
 
214.46 1 < 0.1%
 
204.28 1 < 0.1%
 

loc_og_t2f_mou_6
Numeric

Distinct count3090
Unique (%)10.3%
Missing (%)1.8%
Missing (n)542
Infinite (%)0.0%
Infinite (n)0
Mean6.465337119
Minimum0
Maximum1466.03
Zeros (%)48.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0.11
Q34.38
95-th percentile30.94
Maximum1466.03
Range1466.03
Interquartile range4.38

Descriptive statistics

Standard deviation22.3256871
Coef of variation3.453135805
Kurtosis764.920567
Mean6.465337119
MAD8.94009506
Skewness17.90260252
Sum190152.03
Variance498.4363043
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 14546 48.6%
 
0.26 76 0.3%
 
0.53 71 0.2%
 
0.38 65 0.2%
 
0.48 64 0.2%
 
0.33 63 0.2%
 
0.28 61 0.2%
 
0.25 60 0.2%
 
0.23 58 0.2%
 
0.66 58 0.2%
 
Other values (3079) 14289 47.7%
 
(Missing) 542 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 14546 48.6%
 
0.01 35 0.1%
 
0.03 25 0.1%
 
0.04 2 < 0.1%
 
0.05 14 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1466.03 1 < 0.1%
 
676.48 1 < 0.1%
 
617.58 1 < 0.1%
 
600.81 1 < 0.1%
 
570.43 1 < 0.1%
 

loc_og_t2f_mou_7
Numeric

Distinct count3098
Unique (%)10.3%
Missing (%)1.8%
Missing (n)536
Infinite (%)0.0%
Infinite (n)0
Mean6.543588061
Minimum0
Maximum1196.43
Zeros (%)47.7%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0.21
Q34.54
95-th percentile31.51
Maximum1196.43
Range1196.43
Interquartile range4.54

Descriptive statistics

Standard deviation22.13903216
Coef of variation3.383316913
Kurtosis592.5963407
Mean6.543588061
MAD9.002636986
Skewness16.54109687
Sum192492.73
Variance490.136745
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 14296 47.7%
 
0.26 74 0.2%
 
0.46 71 0.2%
 
0.28 71 0.2%
 
0.38 70 0.2%
 
0.43 67 0.2%
 
0.33 65 0.2%
 
0.71 62 0.2%
 
0.21 61 0.2%
 
0.61 61 0.2%
 
Other values (3087) 14519 48.5%
 
(Missing) 536 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 14296 47.7%
 
0.01 38 0.1%
 
0.03 26 0.1%
 
0.04 1 < 0.1%
 
0.05 20 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1196.43 1 < 0.1%
 
1057.96 1 < 0.1%
 
815.33 1 < 0.1%
 
602.69 1 < 0.1%
 
481.84 1 < 0.1%
 

loc_og_t2f_mou_8
Numeric

Distinct count2989
Unique (%)10.0%
Missing (%)3.9%
Missing (n)1172
Infinite (%)0.0%
Infinite (n)0
Mean6.131789722
Minimum0
Maximum928.49
Zeros (%)48.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q34.26
95-th percentile29.36
Maximum928.49
Range928.49
Interquartile range4.26

Descriptive statistics

Standard deviation19.87268975
Coef of variation3.240928122
Kurtosis317.9771519
Mean6.131789722
MAD8.469144542
Skewness12.49048599
Sum176479.04
Variance394.9237979
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 14397 48.1%
 
0.33 69 0.2%
 
0.31 65 0.2%
 
0.38 65 0.2%
 
0.25 65 0.2%
 
0.56 64 0.2%
 
0.58 64 0.2%
 
0.66 62 0.2%
 
0.41 62 0.2%
 
0.36 60 0.2%
 
Other values (2978) 13808 46.1%
 
(Missing) 1172 3.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 14397 48.1%
 
0.01 25 0.1%
 
0.03 19 0.1%
 
0.04 1 < 0.1%
 
0.05 17 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
928.49 1 < 0.1%
 
588.29 1 < 0.1%
 
576.54 1 < 0.1%
 
541.31 1 < 0.1%
 
539.08 1 < 0.1%
 

loc_og_t2m_mou_6
Numeric

Distinct count15608
Unique (%)52.1%
Missing (%)1.8%
Missing (n)542
Infinite (%)0.0%
Infinite (n)0
Mean166.3190925
Minimum0
Maximum4729.74
Zeros (%)6.7%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q121.13
Median80.34
Q3212.485
95-th percentile611.02
Maximum4729.74
Range4729.74
Interquartile range191.355

Descriptive statistics

Standard deviation251.5209473
Coef of variation1.51227946
Kurtosis34.57261978
Mean166.3190925
MAD157.5135443
Skewness4.332259352
Sum4891610.83
Variance63262.78695
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 2007 6.7%
 
0.71 15 0.1%
 
0.86 14 < 0.1%
 
0.61 14 < 0.1%
 
1.31 11 < 0.1%
 
0.66 11 < 0.1%
 
4.28 11 < 0.1%
 
0.51 11 < 0.1%
 
7.09 11 < 0.1%
 
6.83 11 < 0.1%
 
Other values (15597) 27295 91.1%
 
(Missing) 542 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 2007 6.7%
 
0.01 7 < 0.1%
 
0.03 5 < 0.1%
 
0.04 1 < 0.1%
 
0.05 5 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
4729.74 1 < 0.1%
 
4696.83 1 < 0.1%
 
4212.04 1 < 0.1%
 
4064.74 1 < 0.1%
 
3743.19 1 < 0.1%
 

loc_og_t2m_mou_7
Numeric

Distinct count15660
Unique (%)52.3%
Missing (%)1.8%
Missing (n)536
Infinite (%)0.0%
Infinite (n)0
Mean166.0591852
Minimum0
Maximum4557.14
Zeros (%)6.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q122.94
Median81.74
Q3211.81
95-th percentile606.352
Maximum4557.14
Range4557.14
Interquartile range188.87

Descriptive statistics

Standard deviation242.8613504
Coef of variation1.462498748
Kurtosis31.14442736
Mean166.0591852
MAD155.1060502
Skewness4.063047566
Sum4884963.05
Variance58981.63549
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 1947 6.5%
 
0.98 19 0.1%
 
0.23 13 < 0.1%
 
0.4 12 < 0.1%
 
0.78 11 < 0.1%
 
0.95 11 < 0.1%
 
12.86 11 < 0.1%
 
9.84 10 < 0.1%
 
10.93 10 < 0.1%
 
1.96 10 < 0.1%
 
Other values (15649) 27363 91.4%
 
(Missing) 536 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1947 6.5%
 
0.01 3 < 0.1%
 
0.03 7 < 0.1%
 
0.05 5 < 0.1%
 
0.06 5 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
4557.14 1 < 0.1%
 
4456.74 1 < 0.1%
 
3786.46 1 < 0.1%
 
3651.99 1 < 0.1%
 
3594.76 1 < 0.1%
 

loc_og_t2m_mou_8
Numeric

Distinct count15119
Unique (%)50.5%
Missing (%)3.9%
Missing (n)1172
Infinite (%)0.0%
Infinite (n)0
Mean157.9919607
Minimum0
Maximum4961.33
Zeros (%)8.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q117.58
Median74.66
Q3205.88
95-th percentile583.04
Maximum4961.33
Range4961.33
Interquartile range188.3

Descriptive statistics

Standard deviation236.4004156
Coef of variation1.496281296
Kurtosis31.49162672
Mean157.9919607
MAD151.3257429
Skewness4.03778896
Sum4547166.62
Variance55885.1565
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 2568 8.6%
 
1.08 14 < 0.1%
 
0.71 14 < 0.1%
 
0.53 13 < 0.1%
 
0.73 13 < 0.1%
 
0.98 13 < 0.1%
 
0.35 13 < 0.1%
 
0.56 13 < 0.1%
 
1.01 13 < 0.1%
 
1.93 12 < 0.1%
 
Other values (15108) 26095 87.1%
 
(Missing) 1172 3.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 2568 8.6%
 
0.01 10 < 0.1%
 
0.03 3 < 0.1%
 
0.05 3 < 0.1%
 
0.06 3 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
4961.33 1 < 0.1%
 
4524.59 1 < 0.1%
 
3547.13 1 < 0.1%
 
3463.08 1 < 0.1%
 
3342.24 1 < 0.1%
 

loc_og_t2o_mou
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.7%
Missing (n)223
0
29730
(Missing)
 
223
ValueCountFrequency (%) 
0 29730 99.3%
 
(Missing) 223 0.7%
 

loc_og_t2t_mou_6
Numeric

Distinct count10417
Unique (%)34.8%
Missing (%)1.8%
Missing (n)542
Infinite (%)0.0%
Infinite (n)0
Mean86.13269423
Minimum0
Maximum6431.33
Zeros (%)11.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q15.03
Median25.59
Q379.87
95-th percentile326.97
Maximum6431.33
Range6431.33
Interquartile range74.84

Descriptive statistics

Standard deviation230.7724676
Coef of variation2.679266795
Kurtosis138.5030728
Mean86.13269423
MAD98.04070263
Skewness9.450119713
Sum2533248.67
Variance53255.93181
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 3286 11.0%
 
0.43 31 0.1%
 
1.01 31 0.1%
 
0.26 30 0.1%
 
0.25 29 0.1%
 
0.33 28 0.1%
 
1.08 27 0.1%
 
0.48 24 0.1%
 
0.51 24 0.1%
 
0.78 23 0.1%
 
Other values (10406) 25878 86.4%
 
(Missing) 542 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 3286 11.0%
 
0.01 13 < 0.1%
 
0.03 7 < 0.1%
 
0.05 5 < 0.1%
 
0.06 4 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
6431.33 1 < 0.1%
 
6093.34 1 < 0.1%
 
5278.29 1 < 0.1%
 
5169.58 1 < 0.1%
 
5061.88 1 < 0.1%
 

loc_og_t2t_mou_7
Numeric

Distinct count10389
Unique (%)34.7%
Missing (%)1.8%
Missing (n)536
Infinite (%)0.0%
Infinite (n)0
Mean87.3254992
Minimum0
Maximum7400.66
Zeros (%)10.7%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q15.29
Median25.79
Q380.44
95-th percentile327.9
Maximum7400.66
Range7400.66
Interquartile range75.15

Descriptive statistics

Standard deviation242.6040905
Coef of variation2.778158645
Kurtosis174.9594607
Mean87.3254992
MAD99.48699762
Skewness10.46593458
Sum2568854.21
Variance58856.74474
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 3203 10.7%
 
0.43 30 0.1%
 
0.28 25 0.1%
 
0.98 24 0.1%
 
0.53 24 0.1%
 
0.03 23 0.1%
 
1.88 22 0.1%
 
0.76 22 0.1%
 
1.01 22 0.1%
 
0.58 22 0.1%
 
Other values (10378) 26000 86.8%
 
(Missing) 536 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 3203 10.7%
 
0.01 11 < 0.1%
 
0.03 23 0.1%
 
0.05 5 < 0.1%
 
0.06 4 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
7400.66 1 < 0.1%
 
7163.21 1 < 0.1%
 
6371.98 1 < 0.1%
 
5970.54 1 < 0.1%
 
5789.79 1 < 0.1%
 

loc_og_t2t_mou_8
Numeric

Distinct count10057
Unique (%)33.6%
Missing (%)3.9%
Missing (n)1172
Infinite (%)0.0%
Infinite (n)0
Mean81.33583962
Minimum0
Maximum10752.56
Zeros (%)13.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q13.84
Median23.26
Q376.11
95-th percentile308.23
Maximum10752.56
Range10752.56
Interquartile range72.27

Descriptive statistics

Standard deviation231.5687085
Coef of variation2.84706852
Kurtosis383.1635275
Mean81.33583962
MAD93.30682206
Skewness13.87709066
Sum2340926.8
Variance53624.06675
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 3880 13.0%
 
0.28 30 0.1%
 
0.48 29 0.1%
 
0.93 29 0.1%
 
0.88 29 0.1%
 
0.63 28 0.1%
 
1.03 26 0.1%
 
0.38 26 0.1%
 
0.41 25 0.1%
 
0.58 25 0.1%
 
Other values (10046) 24654 82.3%
 
(Missing) 1172 3.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 3880 13.0%
 
0.01 11 < 0.1%
 
0.03 9 < 0.1%
 
0.04 5 < 0.1%
 
0.05 9 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
10752.56 1 < 0.1%
 
9760.56 1 < 0.1%
 
7010.74 1 < 0.1%
 
6723.79 1 < 0.1%
 
4765.41 1 < 0.1%
 

max_rech_amt_6
Numeric

Distinct count172
Unique (%)0.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean169.3481454
Minimum0
Maximum4010
Zeros (%)1.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile25
Q1110
Median120
Q3200
95-th percentile459
Maximum4010
Range4010
Interquartile range90

Descriptive statistics

Standard deviation175.421794
Coef of variation1.035864866
Kurtosis60.01892848
Mean169.3481454
MAD99.93325555
Skewness5.562950254
Sum5072485
Variance30772.80581
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.0000e+00 3.5000e+00 9.5000e+00 1.6000e+01 1.7500e+01 ... 1.1095e+03 1.4895e+03 1.5675e+03 2.1495e+03 4.0100e+03], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
110 6567 21.9%
 
154 2366 7.9%
 
252 2192 7.3%
 
120 1869 6.2%
 
50 1643 5.5%
 
250 1285 4.3%
 
128 1242 4.1%
 
30 934 3.1%
 
200 813 2.7%
 
25 782 2.6%
 
Other values (162) 10260 34.3%
 

Minimum 5 values

ValueCountFrequency (%) 
0 543 1.8%
 
7 10 < 0.1%
 
9 4 < 0.1%
 
10 36 0.1%
 
14 23 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
4010 1 < 0.1%
 
3559 1 < 0.1%
 
3350 1 < 0.1%
 
3299 1 < 0.1%
 
3150 1 < 0.1%
 

max_rech_amt_7
Numeric

Distinct count161
Unique (%)0.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean172.2814743
Minimum0
Maximum4010
Zeros (%)2.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile25
Q1110
Median128
Q3200
95-th percentile459
Maximum4010
Range4010
Interquartile range90

Descriptive statistics

Standard deviation181.5043115
Coef of variation1.05353354
Kurtosis54.10206777
Mean172.2814743
MAD101.3537162
Skewness5.442060174
Sum5160347
Variance32943.8151
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.0000e+00 2.5000e+00 9.5000e+00 1.2000e+01 1.6000e+01 ... 1.4895e+03 1.5675e+03 2.0550e+03 2.1495e+03 4.0100e+03], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
110 4701 15.7%
 
154 2299 7.7%
 
252 2254 7.5%
 
128 2000 6.7%
 
50 1814 6.1%
 
130 1380 4.6%
 
120 1261 4.2%
 
250 1182 3.9%
 
30 951 3.2%
 
198 887 3.0%
 
Other values (151) 11224 37.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 681 2.3%
 
5 1 < 0.1%
 
7 6 < 0.1%
 
9 2 < 0.1%
 
10 33 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
4010 1 < 0.1%
 
3299 1 < 0.1%
 
3100 6 < 0.1%
 
3000 3 < 0.1%
 
2933 1 < 0.1%
 

max_rech_amt_8
Numeric

Distinct count182
Unique (%)0.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean160.2243515
Minimum0
Maximum4449
Zeros (%)7.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q150
Median130
Q3198
95-th percentile443.6
Maximum4449
Range4449
Interquartile range148

Descriptive statistics

Standard deviation173.2981793
Coef of variation1.081597009
Kurtosis84.34402183
Mean160.2243515
MAD95.3849101
Skewness6.257592707
Sum4799200
Variance30032.25896
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.0000e+00 3.5000e+00 9.5000e+00 1.1000e+01 1.3000e+01 ... 1.0990e+03 1.4895e+03 1.6740e+03 3.3490e+03 4.4490e+03], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
130 5133 17.1%
 
0 2234 7.5%
 
252 2009 6.7%
 
50 1934 6.5%
 
154 1803 6.0%
 
144 1323 4.4%
 
150 1264 4.2%
 
30 1179 3.9%
 
250 1101 3.7%
 
198 797 2.7%
 
Other values (172) 11176 37.3%
 

Minimum 5 values

ValueCountFrequency (%) 
0 2234 7.5%
 
7 20 0.1%
 
9 1 < 0.1%
 
10 95 0.3%
 
12 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
4449 2 < 0.1%
 
3399 1 < 0.1%
 
3299 3 < 0.1%
 
3100 7 < 0.1%
 
3010 1 < 0.1%
 

max_rech_data_6
Numeric

Distinct count48
Unique (%)0.2%
Missing (%)44.1%
Missing (n)13213
Infinite (%)0.0%
Infinite (n)0
Mean139.8040024
Minimum1
Maximum1555
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile23
Q125
Median152
Q3198
95-th percentile252
Maximum1555
Range1554
Interquartile range173

Descriptive statistics

Standard deviation118.8929263
Coef of variation0.8504257694
Kurtosis19.6497081
Mean139.8040024
MAD83.00866723
Skewness2.803159071
Sum2340319
Variance14135.52792
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=48)
ValueCountFrequency (%) 
154 3094 10.3%
 
25 2982 10.0%
 
252 2808 9.4%
 
198 941 3.1%
 
98 872 2.9%
 
23 849 2.8%
 
152 842 2.8%
 
145 669 2.2%
 
17 508 1.7%
 
179 399 1.3%
 
Other values (37) 2776 9.3%
 
(Missing) 13213 44.1%
 

Minimum 5 values

ValueCountFrequency (%) 
1 8 < 0.1%
 
5 5 < 0.1%
 
8 65 0.2%
 
9 1 < 0.1%
 
13 7 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1555 9 < 0.1%
 
1505 1 < 0.1%
 
1255 3 < 0.1%
 
995 1 < 0.1%
 
951 27 0.1%
 

max_rech_data_7
Numeric

Distinct count49
Unique (%)0.2%
Missing (%)43.1%
Missing (n)12915
Infinite (%)0.0%
Infinite (n)0
Mean140.4447118
Minimum1
Maximum1555
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile23
Q125
Median152
Q3198
95-th percentile252
Maximum1555
Range1554
Interquartile range173

Descriptive statistics

Standard deviation120.2952838
Coef of variation0.8565312443
Kurtosis20.52721519
Mean140.4447118
MAD84.02467867
Skewness2.887878471
Sum2392897
Variance14470.9553
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=49)
ValueCountFrequency (%) 
154 3020 10.1%
 
25 2969 9.9%
 
252 2907 9.7%
 
198 1117 3.7%
 
23 977 3.3%
 
98 880 2.9%
 
152 812 2.7%
 
145 620 2.1%
 
17 579 1.9%
 
179 428 1.4%
 
Other values (38) 2729 9.1%
 
(Missing) 12915 43.1%
 

Minimum 5 values

ValueCountFrequency (%) 
1 13 < 0.1%
 
5 7 < 0.1%
 
8 70 0.2%
 
9 3 < 0.1%
 
13 3 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1555 9 < 0.1%
 
1505 2 < 0.1%
 
1255 5 < 0.1%
 
995 1 < 0.1%
 
951 30 0.1%
 

max_rech_data_8
Numeric

Distinct count49
Unique (%)0.2%
Missing (%)46.8%
Missing (n)14018
Infinite (%)0.0%
Infinite (n)0
Mean136.3533731
Minimum1
Maximum1555
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile23
Q125
Median152
Q3198
95-th percentile252
Maximum1555
Range1554
Interquartile range173

Descriptive statistics

Standard deviation119.5711384
Coef of variation0.8769210154
Kurtosis17.54574467
Mean136.3533731
MAD87.40066695
Skewness2.604871029
Sum2172791
Variance14297.25713
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=49)
ValueCountFrequency (%) 
25 2928 9.8%
 
252 2643 8.8%
 
154 2397 8.0%
 
23 1242 4.1%
 
198 1026 3.4%
 
98 796 2.7%
 
17 595 2.0%
 
152 586 2.0%
 
145 550 1.8%
 
179 539 1.8%
 
Other values (38) 2633 8.8%
 
(Missing) 14018 46.8%
 

Minimum 5 values

ValueCountFrequency (%) 
1 10 < 0.1%
 
5 9 < 0.1%
 
8 68 0.2%
 
13 9 < 0.1%
 
14 62 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
1555 8 < 0.1%
 
1505 1 < 0.1%
 
1255 1 < 0.1%
 
951 24 0.1%
 
855 13 < 0.1%
 

mobile_number
Numeric

Distinct count29953
Unique (%)100.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean7001206086
Minimum7000000074
Maximum7002410905
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum7000000074
5-th percentile7000126089
Q17000609293
Median7001203434
Q37001803612
95-th percentile7002285170
Maximum7002410905
Range2410831
Interquartile range1194319

Descriptive statistics

Standard deviation690810.166
Coef of variation9.867016589e-05
Kurtosis-1.187161158
Mean7001206086
MAD597829.8584
Skewness0.003121655841
Sum2.097071259e+14
Variance4.772186854e+11
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[7.00000007e+09 7.00090584e+09 7.00092072e+09 7.00241090e+09], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
7001278463 1 < 0.1%
 
7002404740 1 < 0.1%
 
7002021441 1 < 0.1%
 
7000716868 1 < 0.1%
 
7000746132 1 < 0.1%
 
7001017931 1 < 0.1%
 
7001683532 1 < 0.1%
 
7000702541 1 < 0.1%
 
7000942448 1 < 0.1%
 
7001091663 1 < 0.1%
 
Other values (29943) 29943 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
7000000074 1 < 0.1%
 
7000000149 1 < 0.1%
 
7000000229 1 < 0.1%
 
7000000256 1 < 0.1%
 
7000000267 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
7002410905 1 < 0.1%
 
7002410903 1 < 0.1%
 
7002410671 1 < 0.1%
 
7002410408 1 < 0.1%
 
7002410386 1 < 0.1%
 

monthly_2g_6
Numeric

Distinct count5
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.1744733416
Minimum0
Maximum4
Zeros (%)84.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile1
Maximum4
Range4
Interquartile range0

Descriptive statistics

Standard deviation0.4350205349
Coef of variation2.493335263
Kurtosis7.526991092
Mean0.1744733416
MAD0.2953808684
Skewness2.635469231
Sum5226
Variance0.1892428658
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=5)
Histogram
Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 4. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 25355 84.6%
 
1 4012 13.4%
 
2 551 1.8%
 
3 28 0.1%
 
4 7 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 25355 84.6%
 
1 4012 13.4%
 
2 551 1.8%
 
3 28 0.1%
 
4 7 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
4 7 < 0.1%
 
3 28 0.1%
 
2 551 1.8%
 
1 4012 13.4%
 
0 25355 84.6%
 

monthly_2g_7
Numeric

Distinct count6
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.183186993
Minimum0
Maximum5
Zeros (%)84.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile1
Maximum5
Range5
Interquartile range0

Descriptive statistics

Standard deviation0.4504661703
Coef of variation2.459051066
Kurtosis7.641440268
Mean0.183186993
MAD0.3082859794
Skewness2.625839365
Sum5487
Variance0.2029197706
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=6)
Histogram
Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 3.5 5. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 25204 84.1%
 
1 4060 13.6%
 
2 649 2.2%
 
3 33 0.1%
 
4 5 < 0.1%
 
5 2 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 25204 84.1%
 
1 4060 13.6%
 
2 649 2.2%
 
3 33 0.1%
 
4 5 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
5 2 < 0.1%
 
4 5 < 0.1%
 
3 33 0.1%
 
2 649 2.2%
 
1 4060 13.6%
 

monthly_2g_8
Numeric

Distinct count6
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.1535405469
Minimum0
Maximum5
Zeros (%)86.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile1
Maximum5
Range5
Interquartile range0

Descriptive statistics

Standard deviation0.4064807458
Coef of variation2.647383731
Kurtosis10.51933733
Mean0.1535405469
MAD0.264668164
Skewness2.918751655
Sum4599
Variance0.1652265967
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=6)
Histogram
Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 3.5 5. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 25816 86.2%
 
1 3727 12.4%
 
2 370 1.2%
 
3 30 0.1%
 
4 8 < 0.1%
 
5 2 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 25816 86.2%
 
1 3727 12.4%
 
2 370 1.2%
 
3 30 0.1%
 
4 8 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
5 2 < 0.1%
 
4 8 < 0.1%
 
3 30 0.1%
 
2 370 1.2%
 
1 3727 12.4%
 

monthly_3g_6
Numeric

Distinct count12
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.2180749841
Minimum0
Maximum14
Zeros (%)84.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile1
Maximum14
Range14
Interquartile range0

Descriptive statistics

Standard deviation0.6136124503
Coef of variation2.813768176
Kurtosis38.43413378
Mean0.2180749841
MAD0.3683241561
Skewness4.646141287
Sum6532
Variance0.3765202392
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=12)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 4.5 5.5 7.5 14. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 25295 84.4%
 
1 3430 11.5%
 
2 852 2.8%
 
3 237 0.8%
 
4 76 0.3%
 
5 34 0.1%
 
6 12 < 0.1%
 
7 9 < 0.1%
 
8 3 < 0.1%
 
11 2 < 0.1%
 
Other values (2) 3 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 25295 84.4%
 
1 3430 11.5%
 
2 852 2.8%
 
3 237 0.8%
 
4 76 0.3%
 

Maximum 5 values

ValueCountFrequency (%) 
14 1 < 0.1%
 
11 2 < 0.1%
 
9 2 < 0.1%
 
8 3 < 0.1%
 
7 9 < 0.1%
 

monthly_3g_7
Numeric

Distinct count15
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.2293593296
Minimum0
Maximum16
Zeros (%)84.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile1
Maximum16
Range16
Interquartile range0

Descriptive statistics

Standard deviation0.6595751991
Coef of variation2.875728667
Kurtosis50.99254996
Mean0.2293593296
MAD0.386831857
Skewness5.223331505
Sum6870
Variance0.4350394433
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=15)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 4.5 6.5 9.5 16. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 25259 84.3%
 
1 3293 11.0%
 
2 1007 3.4%
 
3 227 0.8%
 
4 74 0.2%
 
5 42 0.1%
 
6 26 0.1%
 
7 10 < 0.1%
 
8 5 < 0.1%
 
9 4 < 0.1%
 
Other values (5) 6 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 25259 84.3%
 
1 3293 11.0%
 
2 1007 3.4%
 
3 227 0.8%
 
4 74 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
16 1 < 0.1%
 
14 1 < 0.1%
 
12 1 < 0.1%
 
11 2 < 0.1%
 
10 1 < 0.1%
 

monthly_3g_8
Numeric

Distinct count12
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.2112643141
Minimum0
Maximum16
Zeros (%)85.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile1
Maximum16
Range16
Interquartile range0

Descriptive statistics

Standard deviation0.6178846962
Coef of variation2.924699795
Kurtosis43.67047012
Mean0.2112643141
MAD0.360545161
Skewness4.878628887
Sum6328
Variance0.3817814977
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=12)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 4.5 5.5 7.5 16. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 25559 85.3%
 
1 3132 10.5%
 
2 883 2.9%
 
3 224 0.7%
 
4 91 0.3%
 
5 32 0.1%
 
6 14 < 0.1%
 
7 9 < 0.1%
 
9 3 < 0.1%
 
8 3 < 0.1%
 
Other values (2) 3 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 25559 85.3%
 
1 3132 10.5%
 
2 883 2.9%
 
3 224 0.7%
 
4 91 0.3%
 

Maximum 5 values

ValueCountFrequency (%) 
16 1 < 0.1%
 
10 2 < 0.1%
 
9 3 < 0.1%
 
8 3 < 0.1%
 
7 9 < 0.1%
 

night_pck_user_6
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)44.1%
Missing (n)13213
0
16333
1
 
407
(Missing)
13213
ValueCountFrequency (%) 
0 16333 54.5%
 
1 407 1.4%
 
(Missing) 13213 44.1%
 

night_pck_user_7
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)43.1%
Missing (n)12915
0
16663
1
 
375
(Missing)
12915
ValueCountFrequency (%) 
0 16663 55.6%
 
1 375 1.3%
 
(Missing) 12915 43.1%
 

night_pck_user_8
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)46.8%
Missing (n)14018
0
15594
1
 
341
(Missing)
14018
ValueCountFrequency (%) 
0 15594 52.1%
 
1 341 1.1%
 
(Missing) 14018 46.8%
 

offnet_mou_6
Numeric

Distinct count21199
Unique (%)70.8%
Missing (%)1.8%
Missing (n)542
Infinite (%)0.0%
Infinite (n)0
Mean380.6889745
Minimum0
Maximum8362.36
Zeros (%)3.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile2.995
Q178.55
Median229.63
Q3494.755
95-th percentile1266.6
Maximum8362.36
Range8362.36
Interquartile range416.205

Descriptive statistics

Standard deviation484.4410949
Coef of variation1.27253776
Kurtosis20.38331864
Mean380.6889745
MAD318.3119
Skewness3.392607661
Sum11196443.43
Variance234683.1744
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 884 3.0%
 
0.61 11 < 0.1%
 
2.08 8 < 0.1%
 
0.86 8 < 0.1%
 
0.08 8 < 0.1%
 
0.21 8 < 0.1%
 
0.48 7 < 0.1%
 
0.66 7 < 0.1%
 
1.06 7 < 0.1%
 
13.24 7 < 0.1%
 
Other values (21188) 28456 95.0%
 
(Missing) 542 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 884 3.0%
 
0.01 6 < 0.1%
 
0.03 5 < 0.1%
 
0.05 6 < 0.1%
 
0.06 3 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
8362.36 1 < 0.1%
 
6962.46 1 < 0.1%
 
6712.81 1 < 0.1%
 
6584.69 1 < 0.1%
 
5905.14 1 < 0.1%
 

offnet_mou_7
Numeric

Distinct count21234
Unique (%)70.9%
Missing (%)1.8%
Missing (n)536
Infinite (%)0.0%
Infinite (n)0
Mean385.1247993
Minimum0
Maximum9667.13
Zeros (%)3.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile2.526
Q176.18
Median227.13
Q3500.48
95-th percentile1284.544
Maximum9667.13
Range9667.13
Interquartile range424.3

Descriptive statistics

Standard deviation501.0240913
Coef of variation1.300939571
Kurtosis24.51269599
Mean385.1247993
MAD326.7627473
Skewness3.629910182
Sum11329216.22
Variance251025.14
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 948 3.2%
 
1.06 9 < 0.1%
 
0.98 8 < 0.1%
 
6.93 8 < 0.1%
 
0.48 8 < 0.1%
 
23.23 7 < 0.1%
 
0.36 7 < 0.1%
 
4.06 7 < 0.1%
 
0.1 7 < 0.1%
 
4.16 7 < 0.1%
 
Other values (21223) 28401 94.8%
 
(Missing) 536 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 948 3.2%
 
0.01 5 < 0.1%
 
0.03 4 < 0.1%
 
0.04 1 < 0.1%
 
0.05 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
9667.13 1 < 0.1%
 
8316.36 1 < 0.1%
 
7043.98 1 < 0.1%
 
6740.08 1 < 0.1%
 
6597.43 1 < 0.1%
 

offnet_mou_8
Numeric

Distinct count20141
Unique (%)67.2%
Missing (%)3.9%
Missing (n)1172
Infinite (%)0.0%
Infinite (n)0
Mean348.769656
Minimum0
Maximum14007.34
Zeros (%)4.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.69
Q158.76
Median197.69
Q3455.44
95-th percentile1186.98
Maximum14007.34
Range14007.34
Interquartile range396.68

Descriptive statistics

Standard deviation486.8369562
Coef of variation1.395869588
Kurtosis63.37674561
Mean348.769656
MAD305.6840707
Skewness4.978889628
Sum10037939.47
Variance237010.2219
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 1227 4.1%
 
1.01 13 < 0.1%
 
1.31 10 < 0.1%
 
0.71 10 < 0.1%
 
0.7 9 < 0.1%
 
0.46 8 < 0.1%
 
19.86 8 < 0.1%
 
0.03 8 < 0.1%
 
0.13 8 < 0.1%
 
0.06 8 < 0.1%
 
Other values (20130) 27472 91.7%
 
(Missing) 1172 3.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1227 4.1%
 
0.01 5 < 0.1%
 
0.03 8 < 0.1%
 
0.05 3 < 0.1%
 
0.06 8 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
14007.34 1 < 0.1%
 
13547.84 1 < 0.1%
 
7857.78 1 < 0.1%
 
7460.21 1 < 0.1%
 
7102.36 1 < 0.1%
 

og_others_6
Numeric

Distinct count842
Unique (%)2.8%
Missing (%)1.8%
Missing (n)542
Infinite (%)0.0%
Infinite (n)0
Mean0.6737383972
Minimum0
Maximum609.81
Zeros (%)75.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile3.94
Maximum609.81
Range609.81
Interquartile range0

Descriptive statistics

Standard deviation4.147629964
Coef of variation6.156143068
Kurtosis15832.80129
Mean0.6737383972
MAD1.058406866
Skewness109.0729892
Sum19815.32
Variance17.20283432
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 22571 75.4%
 
0.21 150 0.5%
 
0.43 67 0.2%
 
0.86 53 0.2%
 
0.2 52 0.2%
 
0.65 50 0.2%
 
0.71 49 0.2%
 
0.76 48 0.2%
 
0.61 48 0.2%
 
0.68 48 0.2%
 
Other values (831) 6275 20.9%
 
(Missing) 542 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 22571 75.4%
 
0.01 25 0.1%
 
0.03 20 0.1%
 
0.04 1 < 0.1%
 
0.05 9 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
609.81 1 < 0.1%
 
74.21 1 < 0.1%
 
70.51 1 < 0.1%
 
67.69 1 < 0.1%
 
52.29 1 < 0.1%
 

og_others_7
Numeric

Distinct count116
Unique (%)0.4%
Missing (%)1.8%
Missing (n)536
Infinite (%)0.0%
Infinite (n)0
Mean0.04374341367
Minimum0
Maximum370.13
Zeros (%)97.7%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile0
Maximum370.13
Range370.13
Interquartile range0

Descriptive statistics

Standard deviation2.703226738
Coef of variation61.79734298
Kurtosis13696.17985
Mean0.04374341367
MAD0.08704123295
Skewness110.8097654
Sum1286.8
Variance7.307434797
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 29265 97.7%
 
0.16 5 < 0.1%
 
0.25 3 < 0.1%
 
0.38 3 < 0.1%
 
0.05 3 < 0.1%
 
1.61 3 < 0.1%
 
1.91 2 < 0.1%
 
0.71 2 < 0.1%
 
0.35 2 < 0.1%
 
0.36 2 < 0.1%
 
Other values (105) 127 0.4%
 
(Missing) 536 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 29265 97.7%
 
0.01 2 < 0.1%
 
0.03 2 < 0.1%
 
0.05 3 < 0.1%
 
0.06 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
370.13 1 < 0.1%
 
221.94 1 < 0.1%
 
132.28 1 < 0.1%
 
66.56 1 < 0.1%
 
42.93 1 < 0.1%
 

og_others_8
Numeric

Distinct count132
Unique (%)0.4%
Missing (%)3.9%
Missing (n)1172
Infinite (%)0.0%
Infinite (n)0
Mean0.06004343143
Minimum0
Maximum394.93
Zeros (%)95.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile0
Maximum394.93
Range394.93
Interquartile range0

Descriptive statistics

Standard deviation3.384639504
Coef of variation56.36985468
Kurtosis10582.59652
Mean0.06004343143
MAD0.1193942567
Skewness98.12067557
Sum1728.11
Variance11.45578457
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 28611 95.5%
 
0.16 7 < 0.1%
 
2.26 4 < 0.1%
 
0.21 3 < 0.1%
 
0.01 3 < 0.1%
 
1.03 3 < 0.1%
 
0.05 3 < 0.1%
 
0.11 3 < 0.1%
 
3.04 2 < 0.1%
 
0.4 2 < 0.1%
 
Other values (121) 140 0.5%
 
(Missing) 1172 3.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 28611 95.5%
 
0.01 3 < 0.1%
 
0.03 2 < 0.1%
 
0.05 3 < 0.1%
 
0.06 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
394.93 1 < 0.1%
 
350.83 1 < 0.1%
 
134.88 1 < 0.1%
 
101.66 1 < 0.1%
 
81.36 1 < 0.1%
 

onnet_mou_6
Numeric

Distinct count16873
Unique (%)56.3%
Missing (%)1.8%
Missing (n)542
Infinite (%)0.0%
Infinite (n)0
Mean265.7088861
Minimum0
Maximum7376.71
Zeros (%)6.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q119.25
Median88.14
Q3297.49
95-th percentile1145.67
Maximum7376.71
Range7376.71
Interquartile range278.24

Descriptive statistics

Standard deviation462.6927443
Coef of variation1.741352166
Kurtosis26.38593887
Mean265.7088861
MAD287.5788347
Skewness4.007994852
Sum7814764.05
Variance214084.5756
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 2047 6.8%
 
1.01 22 0.1%
 
0.25 18 0.1%
 
0.26 18 0.1%
 
5.01 16 0.1%
 
0.33 16 0.1%
 
0.31 16 0.1%
 
1.61 14 < 0.1%
 
0.53 14 < 0.1%
 
0.23 14 < 0.1%
 
Other values (16862) 27216 90.9%
 
(Missing) 542 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 2047 6.8%
 
0.01 10 < 0.1%
 
0.03 5 < 0.1%
 
0.05 1 < 0.1%
 
0.06 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
7376.71 1 < 0.1%
 
7011.11 1 < 0.1%
 
6944.36 1 < 0.1%
 
6601.76 1 < 0.1%
 
6504.34 1 < 0.1%
 

onnet_mou_7
Numeric

Distinct count16974
Unique (%)56.7%
Missing (%)1.8%
Missing (n)536
Infinite (%)0.0%
Infinite (n)0
Mean272.93585
Minimum0
Maximum8157.78
Zeros (%)7.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q118.18
Median86.89
Q3298.38
95-th percentile1199.146
Maximum8157.78
Range8157.78
Interquartile range280.2

Descriptive statistics

Standard deviation483.2821319
Coef of variation1.770680297
Kurtosis30.60060269
Mean272.93585
MAD298.7829211
Skewness4.204055197
Sum8028953.9
Variance233561.619
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 2110 7.0%
 
1.16 16 0.1%
 
0.18 16 0.1%
 
0.03 16 0.1%
 
2.81 15 0.1%
 
0.58 15 0.1%
 
1.08 14 < 0.1%
 
0.28 14 < 0.1%
 
0.45 14 < 0.1%
 
0.2 14 < 0.1%
 
Other values (16963) 27173 90.7%
 
(Missing) 536 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 2110 7.0%
 
0.01 8 < 0.1%
 
0.03 16 0.1%
 
0.05 3 < 0.1%
 
0.06 5 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
8157.78 1 < 0.1%
 
8011.91 1 < 0.1%
 
7741.53 1 < 0.1%
 
7411.01 1 < 0.1%
 
7399.71 1 < 0.1%
 

onnet_mou_8
Numeric

Distinct count15855
Unique (%)52.9%
Missing (%)3.9%
Missing (n)1172
Infinite (%)0.0%
Infinite (n)0
Mean243.8880974
Minimum0
Maximum10752.56
Zeros (%)8.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q114.28
Median72.99
Q3255.31
95-th percentile1099.44
Maximum10752.56
Range10752.56
Interquartile range241.03

Descriptive statistics

Standard deviation465.5055772
Coef of variation1.908685099
Kurtosis46.60531931
Mean243.8880974
MAD272.6796406
Skewness4.979764816
Sum7019343.33
Variance216695.4424
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 2438 8.1%
 
0.93 20 0.1%
 
0.66 19 0.1%
 
0.43 19 0.1%
 
1.01 19 0.1%
 
0.28 17 0.1%
 
1.13 17 0.1%
 
0.33 17 0.1%
 
1.03 15 0.1%
 
0.85 15 0.1%
 
Other values (15844) 26185 87.4%
 
(Missing) 1172 3.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 2438 8.1%
 
0.01 7 < 0.1%
 
0.03 9 < 0.1%
 
0.04 3 < 0.1%
 
0.05 7 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
10752.56 1 < 0.1%
 
9977.41 1 < 0.1%
 
8022.98 1 < 0.1%
 
7470.36 1 < 0.1%
 
7174.58 1 < 0.1%
 

roam_ic_mou_6
Numeric

Distinct count4046
Unique (%)13.5%
Missing (%)1.8%
Missing (n)542
Infinite (%)0.0%
Infinite (n)0
Mean16.42114175
Minimum0
Maximum2613.31
Zeros (%)77.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile86.96
Maximum2613.31
Range2613.31
Interquartile range0

Descriptive statistics

Standard deviation77.01281986
Coef of variation4.689857808
Kurtosis215.9682918
Mean16.42114175
MAD27.67932187
Skewness11.41790703
Sum482962.2
Variance5930.974422
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 23063 77.0%
 
1.01 14 < 0.1%
 
0.71 13 < 0.1%
 
0.86 13 < 0.1%
 
1.26 12 < 0.1%
 
0.28 11 < 0.1%
 
0.18 11 < 0.1%
 
0.3 11 < 0.1%
 
1.33 10 < 0.1%
 
0.53 10 < 0.1%
 
Other values (4035) 6243 20.8%
 
(Missing) 542 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 23063 77.0%
 
0.01 3 < 0.1%
 
0.03 5 < 0.1%
 
0.05 6 < 0.1%
 
0.06 5 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2613.31 1 < 0.1%
 
2589.09 1 < 0.1%
 
2307.91 1 < 0.1%
 
1902.73 1 < 0.1%
 
1779.81 1 < 0.1%
 

roam_ic_mou_7
Numeric

Distinct count3382
Unique (%)11.3%
Missing (%)1.8%
Missing (n)536
Infinite (%)0.0%
Infinite (n)0
Mean12.87656695
Minimum0
Maximum3813.29
Zeros (%)81.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile56.844
Maximum3813.29
Range3813.29
Interquartile range0

Descriptive statistics

Standard deviation76.50194485
Coef of variation5.941175558
Kurtosis505.4596389
Mean12.87656695
MAD22.36619325
Skewness17.15905933
Sum378789.97
Variance5852.547565
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 24363 81.3%
 
1.01 12 < 0.1%
 
0.51 11 < 0.1%
 
1.21 10 < 0.1%
 
1.28 10 < 0.1%
 
1.58 9 < 0.1%
 
1.73 9 < 0.1%
 
1.26 8 < 0.1%
 
1.48 8 < 0.1%
 
0.56 8 < 0.1%
 
Other values (3371) 4969 16.6%
 
(Missing) 536 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 24363 81.3%
 
0.01 3 < 0.1%
 
0.03 3 < 0.1%
 
0.05 7 < 0.1%
 
0.06 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
3813.29 1 < 0.1%
 
2933.08 1 < 0.1%
 
2877.06 1 < 0.1%
 
2619.84 1 < 0.1%
 
2090.19 1 < 0.1%
 

roam_ic_mou_8
Numeric

Distinct count3432
Unique (%)11.5%
Missing (%)3.9%
Missing (n)1172
Infinite (%)0.0%
Infinite (n)0
Mean13.02178521
Minimum0
Maximum4169.81
Zeros (%)78.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile59.49
Maximum4169.81
Range4169.81
Interquartile range0

Descriptive statistics

Standard deviation75.63064709
Coef of variation5.808009109
Kurtosis604.16745
Mean13.02178521
MAD22.41022898
Skewness18.3094752
Sum374780
Variance5719.99478
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 23451 78.3%
 
1.18 14 < 0.1%
 
1.01 13 < 0.1%
 
0.98 11 < 0.1%
 
2.11 11 < 0.1%
 
1.11 11 < 0.1%
 
0.66 10 < 0.1%
 
1.38 10 < 0.1%
 
0.28 10 < 0.1%
 
1.08 9 < 0.1%
 
Other values (3421) 5231 17.5%
 
(Missing) 1172 3.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 23451 78.3%
 
0.01 2 < 0.1%
 
0.05 3 < 0.1%
 
0.06 6 < 0.1%
 
0.08 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
4169.81 1 < 0.1%
 
2898.34 1 < 0.1%
 
2663.11 1 < 0.1%
 
2394.43 1 < 0.1%
 
2313.44 1 < 0.1%
 

roam_og_mou_6
Numeric

Distinct count4743
Unique (%)15.8%
Missing (%)1.8%
Missing (n)542
Infinite (%)0.0%
Infinite (n)0
Mean27.0861579
Minimum0
Maximum3775.11
Zeros (%)76.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile148.425
Maximum3775.11
Range3775.11
Interquartile range0

Descriptive statistics

Standard deviation117.2841079
Coef of variation4.330038551
Kurtosis138.0331138
Mean27.0861579
MAD45.38895022
Skewness9.376560794
Sum796630.99
Variance13755.56197
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 23043 76.9%
 
0.21 18 0.1%
 
0.88 11 < 0.1%
 
0.6 10 < 0.1%
 
1.01 9 < 0.1%
 
0.36 9 < 0.1%
 
1.61 8 < 0.1%
 
3.01 8 < 0.1%
 
5.01 8 < 0.1%
 
2.23 7 < 0.1%
 
Other values (4732) 6280 21.0%
 
(Missing) 542 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 23043 76.9%
 
0.01 3 < 0.1%
 
0.03 5 < 0.1%
 
0.05 2 < 0.1%
 
0.06 3 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
3775.11 1 < 0.1%
 
3161.79 1 < 0.1%
 
2337.16 1 < 0.1%
 
2179.08 1 < 0.1%
 
2165.44 1 < 0.1%
 

roam_og_mou_7
Numeric

Distinct count3989
Unique (%)13.3%
Missing (%)1.8%
Missing (n)536
Infinite (%)0.0%
Infinite (n)0
Mean20.52237584
Minimum0
Maximum2812.04
Zeros (%)81.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile107.104
Maximum2812.04
Range2812.04
Interquartile range0

Descriptive statistics

Standard deviation96.96718264
Coef of variation4.724949168
Kurtosis121.4364285
Mean20.52237584
MAD35.27922993
Skewness9.306542191
Sum603706.73
Variance9402.634509
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 24307 81.2%
 
2.76 8 < 0.1%
 
0.45 8 < 0.1%
 
0.43 7 < 0.1%
 
1.01 6 < 0.1%
 
1 6 < 0.1%
 
13.41 6 < 0.1%
 
3.23 5 < 0.1%
 
0.21 5 < 0.1%
 
0.91 5 < 0.1%
 
Other values (3978) 5054 16.9%
 
(Missing) 536 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 24307 81.2%
 
0.01 4 < 0.1%
 
0.03 2 < 0.1%
 
0.05 2 < 0.1%
 
0.06 3 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2812.04 1 < 0.1%
 
1900.06 1 < 0.1%
 
1878.86 1 < 0.1%
 
1762.18 1 < 0.1%
 
1748.09 1 < 0.1%
 

roam_og_mou_8
Numeric

Distinct count3997
Unique (%)13.3%
Missing (%)3.9%
Missing (n)1172
Infinite (%)0.0%
Infinite (n)0
Mean20.69921268
Minimum0
Maximum5337.04
Zeros (%)78.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile106.41
Maximum5337.04
Range5337.04
Interquartile range0

Descriptive statistics

Standard deviation106.8337567
Coef of variation5.161247359
Kurtosis380.405497
Mean20.69921268
MAD35.49933954
Skewness14.27117829
Sum595744.04
Variance11413.45158
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 23476 78.4%
 
0.55 9 < 0.1%
 
0.85 8 < 0.1%
 
1.01 8 < 0.1%
 
1.35 8 < 0.1%
 
3.33 7 < 0.1%
 
0.71 7 < 0.1%
 
0.18 7 < 0.1%
 
0.6 7 < 0.1%
 
0.16 7 < 0.1%
 
Other values (3986) 5237 17.5%
 
(Missing) 1172 3.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 23476 78.4%
 
0.01 5 < 0.1%
 
0.03 3 < 0.1%
 
0.05 1 < 0.1%
 
0.06 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
5337.04 1 < 0.1%
 
3493.36 1 < 0.1%
 
2939.86 1 < 0.1%
 
2860.51 1 < 0.1%
 
2476.91 1 < 0.1%
 

sachet_2g_6
Highly correlated

This variable is highly correlated with count_rech_2g_6 and should be ignored for analysis

Correlation0.98471708

sachet_2g_7
Highly correlated

This variable is highly correlated with count_rech_2g_7 and should be ignored for analysis

Correlation0.9861755395

sachet_2g_8
Highly correlated

This variable is highly correlated with count_rech_2g_8 and should be ignored for analysis

Correlation0.9867809251

sachet_3g_6
Numeric

Distinct count25
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.2096618035
Minimum0
Maximum29
Zeros (%)89.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile1
Maximum29
Range29
Interquartile range0

Descriptive statistics

Standard deviation0.9864080954
Coef of variation4.704758229
Kurtosis203.5349563
Mean0.2096618035
MAD0.374091591
Skewness11.52137289
Sum6280
Variance0.9730009306
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=25)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 4.5 7.5 11.5 29. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 26722 89.2%
 
1 2182 7.3%
 
2 507 1.7%
 
3 192 0.6%
 
4 102 0.3%
 
5 62 0.2%
 
7 44 0.1%
 
6 41 0.1%
 
9 23 0.1%
 
8 20 0.1%
 
Other values (15) 58 0.2%
 

Minimum 5 values

ValueCountFrequency (%) 
0 26722 89.2%
 
1 2182 7.3%
 
2 507 1.7%
 
3 192 0.6%
 
4 102 0.3%
 

Maximum 5 values

ValueCountFrequency (%) 
29 2 < 0.1%
 
28 1 < 0.1%
 
23 3 < 0.1%
 
22 3 < 0.1%
 
21 1 < 0.1%
 

sachet_3g_7
Numeric

Distinct count27
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.2277902047
Minimum0
Maximum35
Zeros (%)89.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile1
Maximum35
Range35
Interquartile range0

Descriptive statistics

Standard deviation1.090716756
Coef of variation4.788251355
Kurtosis196.4615789
Mean0.2277902047
MAD0.4070153825
Skewness11.28353807
Sum6823
Variance1.189663042
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=27)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 6.5 7.5 12.5 23. 35. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 26760 89.3%
 
1 2027 6.8%
 
2 520 1.7%
 
3 209 0.7%
 
4 120 0.4%
 
5 101 0.3%
 
6 64 0.2%
 
7 31 0.1%
 
9 20 0.1%
 
8 19 0.1%
 
Other values (17) 82 0.3%
 

Minimum 5 values

ValueCountFrequency (%) 
0 26760 89.3%
 
1 2027 6.8%
 
2 520 1.7%
 
3 209 0.7%
 
4 120 0.4%
 

Maximum 5 values

ValueCountFrequency (%) 
35 1 < 0.1%
 
33 1 < 0.1%
 
31 1 < 0.1%
 
24 2 < 0.1%
 
22 3 < 0.1%
 

sachet_3g_8
Numeric

Distinct count29
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.2024505058
Minimum0
Maximum41
Zeros (%)91.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile1
Maximum41
Range41
Interquartile range0

Descriptive statistics

Standard deviation1.100734569
Coef of variation5.437055168
Kurtosis269.9552023
Mean0.2024505058
MAD0.3689975266
Skewness13.07131913
Sum6064
Variance1.211616591
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=29)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 5.5 8.5 13.5 22. 41. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 27297 91.1%
 
1 1656 5.5%
 
2 402 1.3%
 
3 191 0.6%
 
4 110 0.4%
 
5 88 0.3%
 
6 44 0.1%
 
7 35 0.1%
 
8 30 0.1%
 
9 19 0.1%
 
Other values (19) 81 0.3%
 

Minimum 5 values

ValueCountFrequency (%) 
0 27297 91.1%
 
1 1656 5.5%
 
2 402 1.3%
 
3 191 0.6%
 
4 110 0.4%
 

Maximum 5 values

ValueCountFrequency (%) 
41 1 < 0.1%
 
38 1 < 0.1%
 
30 2 < 0.1%
 
29 1 < 0.1%
 
27 1 < 0.1%
 

sep_vbc_3g
Numeric

Distinct count2634
Unique (%)8.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean8.037804227
Minimum0
Maximum2618.57
Zeros (%)89.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile31.342
Maximum2618.57
Range2618.57
Interquartile range0

Descriptive statistics

Standard deviation52.4132168
Coef of variation6.520837696
Kurtosis436.2747819
Mean8.037804227
MAD14.63809684
Skewness15.98922462
Sum240756.35
Variance2747.145295
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.000000e+00 1.000000e-02 6.950000e-01 2.095000e+00 2.115000e+00 ... 2.913400e+02 4.719650e+02 7.718500e+02 1.174695e+03 2.618570e+03], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 26757 89.3%
 
2.1 8 < 0.1%
 
0.22 6 < 0.1%
 
1.11 5 < 0.1%
 
0.27 5 < 0.1%
 
0.15 5 < 0.1%
 
4.23 5 < 0.1%
 
0.23 5 < 0.1%
 
0.18 5 < 0.1%
 
0.29 5 < 0.1%
 
Other values (2624) 3147 10.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 26757 89.3%
 
0.02 2 < 0.1%
 
0.03 3 < 0.1%
 
0.04 3 < 0.1%
 
0.06 5 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2618.57 1 < 0.1%
 
1941.6 1 < 0.1%
 
1611.52 1 < 0.1%
 
1526.52 1 < 0.1%
 
1215.51 1 < 0.1%
 

spl_ic_mou_6
Numeric

Distinct count79
Unique (%)0.3%
Missing (%)1.8%
Missing (n)542
Infinite (%)0.0%
Infinite (n)0
Mean0.06217163646
Minimum0
Maximum19.76
Zeros (%)76.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile0.41
Maximum19.76
Range19.76
Interquartile range0

Descriptive statistics

Standard deviation0.1896648019
Coef of variation3.050664462
Kurtosis4015.255558
Mean0.06217163646
MAD0.09717242265
Skewness41.10686568
Sum1828.53
Variance0.03597273708
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 22839 76.2%
 
0.15 667 2.2%
 
0.13 309 1.0%
 
0.06 300 1.0%
 
0.3 266 0.9%
 
0.08 237 0.8%
 
0.28 234 0.8%
 
0.05 225 0.8%
 
0.2 213 0.7%
 
0.21 203 0.7%
 
Other values (68) 3918 13.1%
 
(Missing) 542 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 22839 76.2%
 
0.01 31 0.1%
 
0.03 123 0.4%
 
0.04 3 < 0.1%
 
0.05 225 0.8%
 

Maximum 5 values

ValueCountFrequency (%) 
19.76 1 < 0.1%
 
6.74 1 < 0.1%
 
3.56 1 < 0.1%
 
2.83 1 < 0.1%
 
2.18 1 < 0.1%
 

spl_ic_mou_7
Numeric

Distinct count93
Unique (%)0.3%
Missing (%)1.8%
Missing (n)536
Infinite (%)0.0%
Infinite (n)0
Mean0.02012713737
Minimum0
Maximum21.33
Zeros (%)91.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile0.11
Maximum21.33
Range21.33
Interquartile range0

Descriptive statistics

Standard deviation0.1836146785
Coef of variation9.122741856
Kurtosis7303.534816
Mean0.02012713737
MAD0.03752093975
Skewness71.72977997
Sum592.08
Variance0.03371435017
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 27414 91.5%
 
0.2 326 1.1%
 
0.06 128 0.4%
 
0.08 107 0.4%
 
0.18 96 0.3%
 
0.11 84 0.3%
 
0.05 80 0.3%
 
0.4 79 0.3%
 
0.1 77 0.3%
 
0.13 60 0.2%
 
Other values (82) 966 3.2%
 
(Missing) 536 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 27414 91.5%
 
0.01 11 < 0.1%
 
0.03 51 0.2%
 
0.04 2 < 0.1%
 
0.05 80 0.3%
 

Maximum 5 values

ValueCountFrequency (%) 
21.33 1 < 0.1%
 
13.46 1 < 0.1%
 
7 1 < 0.1%
 
6.43 1 < 0.1%
 
5.88 1 < 0.1%
 

spl_ic_mou_8
Numeric

Distinct count81
Unique (%)0.3%
Missing (%)3.9%
Missing (n)1172
Infinite (%)0.0%
Infinite (n)0
Mean0.0276286439
Minimum0
Maximum6.23
Zeros (%)87.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile0.25
Maximum6.23
Range6.23
Interquartile range0

Descriptive statistics

Standard deviation0.1127144786
Coef of variation4.079623995
Kurtosis338.9226196
Mean0.0276286439
MAD0.05032474898
Skewness9.84924502
Sum795.18
Variance0.01270455368
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 26194 87.5%
 
0.25 448 1.5%
 
0.5 206 0.7%
 
0.21 166 0.6%
 
0.08 107 0.4%
 
0.06 95 0.3%
 
0.11 83 0.3%
 
0.1 82 0.3%
 
0.05 78 0.3%
 
0.13 64 0.2%
 
Other values (70) 1258 4.2%
 
(Missing) 1172 3.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 26194 87.5%
 
0.01 28 0.1%
 
0.03 34 0.1%
 
0.04 3 < 0.1%
 
0.05 78 0.3%
 

Maximum 5 values

ValueCountFrequency (%) 
6.23 1 < 0.1%
 
1.26 1 < 0.1%
 
1.25 1 < 0.1%
 
1.15 1 < 0.1%
 
1 16 0.1%
 

spl_og_mou_6
Numeric

Distinct count3050
Unique (%)10.2%
Missing (%)1.8%
Missing (n)542
Infinite (%)0.0%
Infinite (n)0
Mean5.932424603
Minimum0
Maximum1023.21
Zeros (%)45.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0.31
Q35.39
95-th percentile26.99
Maximum1023.21
Range1023.21
Interquartile range5.39

Descriptive statistics

Standard deviation17.72251463
Coef of variation2.987398208
Kurtosis526.1162905
Mean5.932424603
MAD7.771812128
Skewness15.25211754
Sum174478.54
Variance314.0875248
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 13556 45.3%
 
0.21 100 0.3%
 
0.01 84 0.3%
 
0.03 81 0.3%
 
0.08 80 0.3%
 
0.16 71 0.2%
 
0.43 69 0.2%
 
0.63 66 0.2%
 
0.1 66 0.2%
 
0.06 65 0.2%
 
Other values (3039) 15173 50.7%
 
(Missing) 542 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 13556 45.3%
 
0.01 84 0.3%
 
0.03 81 0.3%
 
0.04 2 < 0.1%
 
0.05 62 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
1023.21 1 < 0.1%
 
537.88 1 < 0.1%
 
530.14 1 < 0.1%
 
456.94 1 < 0.1%
 
447.33 1 < 0.1%
 

spl_og_mou_7
Numeric

Distinct count3316
Unique (%)11.1%
Missing (%)1.8%
Missing (n)536
Infinite (%)0.0%
Infinite (n)0
Mean7.236204916
Minimum0
Maximum1265.79
Zeros (%)41.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0.81
Q37.13
95-th percentile31.32
Maximum1265.79
Range1265.79
Interquartile range7.13

Descriptive statistics

Standard deviation21.94503718
Coef of variation3.032672159
Kurtosis762.4810236
Mean7.236204916
MAD9.113417032
Skewness19.3381662
Sum212867.44
Variance481.584657
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 12548 41.9%
 
0.01 91 0.3%
 
0.08 66 0.2%
 
0.03 65 0.2%
 
0.16 65 0.2%
 
0.05 61 0.2%
 
0.83 57 0.2%
 
0.21 56 0.2%
 
0.11 55 0.2%
 
0.06 52 0.2%
 
Other values (3305) 16301 54.4%
 
(Missing) 536 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 12548 41.9%
 
0.01 91 0.3%
 
0.03 65 0.2%
 
0.04 2 < 0.1%
 
0.05 61 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
1265.79 1 < 0.1%
 
1125.31 1 < 0.1%
 
788.26 1 < 0.1%
 
631.21 1 < 0.1%
 
558.06 1 < 0.1%
 

spl_og_mou_8
Numeric

Distinct count3190
Unique (%)10.7%
Missing (%)3.9%
Missing (n)1172
Infinite (%)0.0%
Infinite (n)0
Mean6.815708975
Minimum0
Maximum954.51
Zeros (%)41.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0.66
Q36.53
95-th percentile30.06
Maximum954.51
Range954.51
Interquartile range6.53

Descriptive statistics

Standard deviation20.65503131
Coef of variation3.030503706
Kurtosis372.1040361
Mean6.815708975
MAD8.683282437
Skewness14.22511409
Sum196162.92
Variance426.6303184
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 12548 41.9%
 
0.01 92 0.3%
 
0.08 80 0.3%
 
0.03 70 0.2%
 
0.05 69 0.2%
 
0.13 65 0.2%
 
0.1 61 0.2%
 
0.63 61 0.2%
 
1.01 54 0.2%
 
0.16 53 0.2%
 
Other values (3179) 15628 52.2%
 
(Missing) 1172 3.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 12548 41.9%
 
0.01 92 0.3%
 
0.03 70 0.2%
 
0.04 1 < 0.1%
 
0.05 69 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
954.51 1 < 0.1%
 
783.78 1 < 0.1%
 
549.14 1 < 0.1%
 
531.14 1 < 0.1%
 
514.29 1 < 0.1%
 

std_ic_mou_6
Numeric

Distinct count8016
Unique (%)26.8%
Missing (%)1.8%
Missing (n)542
Infinite (%)0.0%
Infinite (n)0
Mean47.67436333
Minimum0
Maximum5459.63
Zeros (%)16.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q11.33
Median11.98
Q342.46
95-th percentile189.625
Maximum5459.63
Range5459.63
Interquartile range41.13

Descriptive statistics

Standard deviation138.7116892
Coef of variation2.909565635
Kurtosis264.6271178
Mean47.67436333
MAD56.51089193
Skewness12.21701535
Sum1402150.7
Variance19240.93273
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 4957 16.5%
 
0.43 52 0.2%
 
0.33 45 0.2%
 
0.51 44 0.1%
 
0.31 43 0.1%
 
0.26 41 0.1%
 
0.3 40 0.1%
 
0.48 40 0.1%
 
0.46 39 0.1%
 
0.4 39 0.1%
 
Other values (8005) 24071 80.4%
 
(Missing) 542 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 4957 16.5%
 
0.01 29 0.1%
 
0.03 36 0.1%
 
0.04 3 < 0.1%
 
0.05 32 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
5459.63 1 < 0.1%
 
4840.33 1 < 0.1%
 
3929.24 1 < 0.1%
 
3616.16 1 < 0.1%
 
3519.86 1 < 0.1%
 

std_ic_mou_7
Numeric

Distinct count8137
Unique (%)27.2%
Missing (%)1.8%
Missing (n)536
Infinite (%)0.0%
Infinite (n)0
Mean49.96069008
Minimum0
Maximum6745.76
Zeros (%)16.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q11.33
Median12.74
Q344.91
95-th percentile196.43
Maximum6745.76
Range6745.76
Interquartile range43.58

Descriptive statistics

Standard deviation149.42622
Coef of variation2.990875823
Kurtosis340.3091305
Mean49.96069008
MAD59.1099327
Skewness13.4620912
Sum1469693.62
Variance22328.19523
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 4929 16.5%
 
0.26 55 0.2%
 
0.03 52 0.2%
 
0.31 47 0.2%
 
0.35 44 0.1%
 
0.16 43 0.1%
 
0.23 41 0.1%
 
0.3 40 0.1%
 
0.21 40 0.1%
 
0.45 39 0.1%
 
Other values (8126) 24087 80.4%
 
(Missing) 536 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 4929 16.5%
 
0.01 26 0.1%
 
0.03 52 0.2%
 
0.04 4 < 0.1%
 
0.05 23 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
6745.76 1 < 0.1%
 
5801.19 1 < 0.1%
 
4323.53 1 < 0.1%
 
3940.36 1 < 0.1%
 
3470.38 1 < 0.1%
 

std_ic_mou_8
Numeric

Distinct count7686
Unique (%)25.7%
Missing (%)3.9%
Missing (n)1172
Infinite (%)0.0%
Infinite (n)0
Mean46.21689517
Minimum0
Maximum5957.14
Zeros (%)18.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.85
Median10.54
Q340.46
95-th percentile186.89
Maximum5957.14
Range5957.14
Interquartile range39.61

Descriptive statistics

Standard deviation141.3812303
Coef of variation3.059081096
Kurtosis292.178869
Mean46.21689517
MAD55.81449457
Skewness12.84119547
Sum1330168.46
Variance19988.65229
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 5409 18.1%
 
0.51 51 0.2%
 
0.03 49 0.2%
 
0.43 48 0.2%
 
0.31 48 0.2%
 
0.36 47 0.2%
 
0.48 46 0.2%
 
0.28 45 0.2%
 
0.38 44 0.1%
 
0.41 42 0.1%
 
Other values (7675) 22952 76.6%
 
(Missing) 1172 3.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 5409 18.1%
 
0.01 37 0.1%
 
0.03 49 0.2%
 
0.04 2 < 0.1%
 
0.05 26 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
5957.14 1 < 0.1%
 
4635.68 1 < 0.1%
 
4309.29 1 < 0.1%
 
3777.94 1 < 0.1%
 
3455.71 1 < 0.1%
 

std_ic_t2f_mou_6
Numeric

Distinct count1960
Unique (%)6.5%
Missing (%)1.8%
Missing (n)542
Infinite (%)0.0%
Infinite (n)0
Mean2.748564483
Minimum0
Maximum1351.11
Zeros (%)72.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30.16
95-th percentile11.36
Maximum1351.11
Range1351.11
Interquartile range0.16

Descriptive statistics

Standard deviation19.28655198
Coef of variation7.016954523
Kurtosis1547.144789
Mean2.748564483
MAD4.536423863
Skewness30.99099214
Sum80838.03
Variance371.9710872
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 21759 72.6%
 
0.2 65 0.2%
 
0.31 64 0.2%
 
0.56 60 0.2%
 
0.43 58 0.2%
 
0.26 56 0.2%
 
0.13 55 0.2%
 
0.21 55 0.2%
 
0.23 53 0.2%
 
0.33 52 0.2%
 
Other values (1949) 7134 23.8%
 
(Missing) 542 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 21759 72.6%
 
0.01 10 < 0.1%
 
0.03 13 < 0.1%
 
0.05 15 0.1%
 
0.06 32 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1351.11 1 < 0.1%
 
1069.98 1 < 0.1%
 
955.91 1 < 0.1%
 
736.06 1 < 0.1%
 
616.98 1 < 0.1%
 

std_ic_t2f_mou_7
Numeric

Distinct count2020
Unique (%)6.7%
Missing (%)1.8%
Missing (n)536
Infinite (%)0.0%
Infinite (n)0
Mean2.852872829
Minimum0
Maximum1136.08
Zeros (%)72.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30.25
95-th percentile11.78
Maximum1136.08
Range1136.08
Interquartile range0.25

Descriptive statistics

Standard deviation19.70318748
Coef of variation6.906437359
Kurtosis1336.673911
Mean2.852872829
MAD4.686326476
Skewness29.84288689
Sum83922.96
Variance388.215597
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 21571 72.0%
 
0.48 64 0.2%
 
0.26 58 0.2%
 
0.33 58 0.2%
 
0.23 57 0.2%
 
0.31 52 0.2%
 
0.3 50 0.2%
 
0.38 50 0.2%
 
0.2 50 0.2%
 
0.25 49 0.2%
 
Other values (2009) 7358 24.6%
 
(Missing) 536 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 21571 72.0%
 
0.01 20 0.1%
 
0.03 18 0.1%
 
0.04 1 < 0.1%
 
0.05 16 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1136.08 1 < 0.1%
 
1102.34 1 < 0.1%
 
1018.98 1 < 0.1%
 
922.38 1 < 0.1%
 
815.46 1 < 0.1%
 

std_ic_t2f_mou_8
Numeric

Distinct count1892
Unique (%)6.3%
Missing (%)3.9%
Missing (n)1172
Infinite (%)0.0%
Infinite (n)0
Mean2.669392307
Minimum0
Maximum1394.89
Zeros (%)70.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30.2
95-th percentile10.93
Maximum1394.89
Range1394.89
Interquartile range0.2

Descriptive statistics

Standard deviation20.30711819
Coef of variation7.607393687
Kurtosis1767.596032
Mean2.669392307
MAD4.387782606
Skewness34.8895168
Sum76827.78
Variance412.3790491
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 21210 70.8%
 
0.33 68 0.2%
 
0.36 58 0.2%
 
0.41 53 0.2%
 
0.51 51 0.2%
 
0.3 49 0.2%
 
0.31 49 0.2%
 
0.4 48 0.2%
 
0.28 48 0.2%
 
0.1 48 0.2%
 
Other values (1881) 7099 23.7%
 
(Missing) 1172 3.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 21210 70.8%
 
0.01 11 < 0.1%
 
0.03 10 < 0.1%
 
0.04 1 < 0.1%
 
0.05 8 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1394.89 1 < 0.1%
 
1201.18 1 < 0.1%
 
953.46 1 < 0.1%
 
907.21 1 < 0.1%
 
781.08 1 < 0.1%
 

std_ic_t2m_mou_6
Numeric

Distinct count6352
Unique (%)21.2%
Missing (%)1.8%
Missing (n)542
Infinite (%)0.0%
Infinite (n)0
Mean29.75078916
Minimum0
Maximum4630.23
Zeros (%)25.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median5.34
Q324.24
95-th percentile122.125
Maximum4630.23
Range4630.23
Interquartile range24.24

Descriptive statistics

Standard deviation99.09998778
Coef of variation3.331003667
Kurtosis367.6716423
Mean29.75078916
MAD37.38361615
Skewness14.36339456
Sum875000.46
Variance9820.807578
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 7594 25.4%
 
0.03 60 0.2%
 
0.3 59 0.2%
 
0.33 58 0.2%
 
0.31 54 0.2%
 
0.26 53 0.2%
 
0.38 52 0.2%
 
0.43 52 0.2%
 
0.48 48 0.2%
 
0.35 46 0.2%
 
Other values (6341) 21335 71.2%
 
(Missing) 542 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 7594 25.4%
 
0.01 42 0.1%
 
0.03 60 0.2%
 
0.04 3 < 0.1%
 
0.05 36 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
4630.23 1 < 0.1%
 
3613.98 1 < 0.1%
 
2753.26 1 < 0.1%
 
2571.61 1 < 0.1%
 
2448.38 1 < 0.1%
 

std_ic_t2m_mou_7
Numeric

Distinct count6452
Unique (%)21.5%
Missing (%)1.8%
Missing (n)536
Infinite (%)0.0%
Infinite (n)0
Mean31.39006323
Minimum0
Maximum3470.38
Zeros (%)25.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median5.54
Q325.66
95-th percentile124.198
Maximum3470.38
Range3470.38
Interquartile range25.66

Descriptive statistics

Standard deviation106.5615799
Coef of variation3.394755185
Kurtosis236.1804885
Mean31.39006323
MAD39.4793232
Skewness12.58115806
Sum923401.49
Variance11355.37031
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 7628 25.5%
 
0.03 74 0.2%
 
0.26 57 0.2%
 
0.31 53 0.2%
 
0.48 52 0.2%
 
0.35 51 0.2%
 
0.23 49 0.2%
 
0.45 48 0.2%
 
0.51 48 0.2%
 
0.43 45 0.2%
 
Other values (6441) 21312 71.2%
 
(Missing) 536 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 7628 25.5%
 
0.01 35 0.1%
 
0.03 74 0.2%
 
0.04 3 < 0.1%
 
0.05 44 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
3470.38 1 < 0.1%
 
3100.84 1 < 0.1%
 
3097.16 1 < 0.1%
 
2732.11 1 < 0.1%
 
2628.98 1 < 0.1%
 

std_ic_t2m_mou_8
Numeric

Distinct count6113
Unique (%)20.4%
Missing (%)3.9%
Missing (n)1172
Infinite (%)0.0%
Infinite (n)0
Mean29.05731351
Minimum0
Maximum5645.86
Zeros (%)27.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median4.41
Q323.13
95-th percentile118.28
Maximum5645.86
Range5645.86
Interquartile range23.13

Descriptive statistics

Standard deviation105.3015069
Coef of variation3.623924384
Kurtosis554.7722177
Mean29.05731351
MAD37.18354427
Skewness17.32433668
Sum836298.54
Variance11088.40736
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 8174 27.3%
 
0.01 65 0.2%
 
0.03 61 0.2%
 
0.23 56 0.2%
 
0.21 52 0.2%
 
0.48 51 0.2%
 
0.46 50 0.2%
 
0.36 50 0.2%
 
0.31 49 0.2%
 
0.53 49 0.2%
 
Other values (6102) 20124 67.2%
 
(Missing) 1172 3.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 8174 27.3%
 
0.01 65 0.2%
 
0.03 61 0.2%
 
0.04 3 < 0.1%
 
0.05 37 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
5645.86 1 < 0.1%
 
4573.01 1 < 0.1%
 
2948.74 1 < 0.1%
 
2879.31 1 < 0.1%
 
2734.91 1 < 0.1%
 

std_ic_t2o_mou_6
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)1.8%
Missing (n)542
0
29411
(Missing)
 
542
ValueCountFrequency (%) 
0 29411 98.2%
 
(Missing) 542 1.8%
 

std_ic_t2o_mou_7
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)1.8%
Missing (n)536
0
29417
(Missing)
 
536
ValueCountFrequency (%) 
0 29417 98.2%
 
(Missing) 536 1.8%
 

std_ic_t2o_mou_8
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)3.9%
Missing (n)1172
0
28781
(Missing)
 
1172
ValueCountFrequency (%) 
0 28781 96.1%
 
(Missing) 1172 3.9%
 

std_ic_t2t_mou_6
Numeric

Distinct count4396
Unique (%)14.7%
Missing (%)1.8%
Missing (n)542
Infinite (%)0.0%
Infinite (n)0
Mean15.17135766
Minimum0
Maximum5459.56
Zeros (%)44.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0.48
Q38.54
95-th percentile61.335
Maximum5459.56
Range5459.56
Interquartile range8.54

Descriptive statistics

Standard deviation78.43683142
Coef of variation5.170060136
Kurtosis1175.490242
Mean15.17135766
MAD21.54470308
Skewness26.0430706
Sum446204.8
Variance6152.336524
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 13258 44.3%
 
0.03 98 0.3%
 
0.05 70 0.2%
 
0.46 66 0.2%
 
0.18 64 0.2%
 
0.01 60 0.2%
 
0.43 55 0.2%
 
0.23 54 0.2%
 
0.2 53 0.2%
 
0.21 51 0.2%
 
Other values (4385) 15582 52.0%
 
(Missing) 542 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 13258 44.3%
 
0.01 60 0.2%
 
0.03 98 0.3%
 
0.04 3 < 0.1%
 
0.05 70 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
5459.56 1 < 0.1%
 
3038.34 1 < 0.1%
 
2856.51 1 < 0.1%
 
2844.73 1 < 0.1%
 
2603.53 1 < 0.1%
 

std_ic_t2t_mou_7
Numeric

Distinct count4470
Unique (%)14.9%
Missing (%)1.8%
Missing (n)536
Infinite (%)0.0%
Infinite (n)0
Mean15.71403576
Minimum0
Maximum5800.93
Zeros (%)43.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0.55
Q38.91
95-th percentile63.07
Maximum5800.93
Range5800.93
Interquartile range8.91

Descriptive statistics

Standard deviation83.83374666
Coef of variation5.334959646
Kurtosis1567.105373
Mean15.71403576
MAD22.22838213
Skewness31.15744889
Sum462259.79
Variance7028.097079
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 12977 43.3%
 
0.03 93 0.3%
 
0.01 64 0.2%
 
0.28 63 0.2%
 
0.05 62 0.2%
 
0.11 60 0.2%
 
0.06 60 0.2%
 
0.31 57 0.2%
 
0.23 57 0.2%
 
0.16 56 0.2%
 
Other values (4459) 15868 53.0%
 
(Missing) 536 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 12977 43.3%
 
0.01 64 0.2%
 
0.03 93 0.3%
 
0.04 7 < 0.1%
 
0.05 62 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
5800.93 1 < 0.1%
 
4708.71 1 < 0.1%
 
4235.34 1 < 0.1%
 
3504.94 1 < 0.1%
 
2920.86 1 < 0.1%
 

std_ic_t2t_mou_8
Numeric

Distinct count4262
Unique (%)14.2%
Missing (%)3.9%
Missing (n)1172
Infinite (%)0.0%
Infinite (n)0
Mean14.48667037
Minimum0
Maximum4309.29
Zeros (%)44.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0.28
Q37.66
95-th percentile58.39
Maximum4309.29
Range4309.29
Interquartile range7.66

Descriptive statistics

Standard deviation72.77033063
Coef of variation5.023261299
Kurtosis904.7552634
Mean14.48667037
MAD20.83544779
Skewness23.33364468
Sum416940.86
Variance5295.52102
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 13328 44.5%
 
0.03 116 0.4%
 
0.01 81 0.3%
 
0.26 67 0.2%
 
0.23 65 0.2%
 
0.13 62 0.2%
 
0.25 62 0.2%
 
0.05 61 0.2%
 
0.35 58 0.2%
 
0.21 56 0.2%
 
Other values (4251) 14825 49.5%
 
(Missing) 1172 3.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 13328 44.5%
 
0.01 81 0.3%
 
0.03 116 0.4%
 
0.04 12 < 0.1%
 
0.05 61 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
4309.29 1 < 0.1%
 
3423.39 1 < 0.1%
 
2833.61 1 < 0.1%
 
2769.11 1 < 0.1%
 
2301.94 1 < 0.1%
 

std_og_mou_6
Numeric

Distinct count15900
Unique (%)53.1%
Missing (%)1.8%
Missing (n)542
Infinite (%)0.0%
Infinite (n)0
Mean353.5445167
Minimum0
Maximum8432.99
Zeros (%)22.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.71
Median50.71
Q3477.335
95-th percentile1562.17
Maximum8432.99
Range8432.99
Interquartile range476.625

Descriptive statistics

Standard deviation612.5866723
Coef of variation1.73270025
Kurtosis14.70435853
Mean353.5445167
MAD420.9626329
Skewness3.068988207
Sum10398097.78
Variance375262.431
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 6581 22.0%
 
0.41 26 0.1%
 
0.36 25 0.1%
 
0.56 25 0.1%
 
1.11 24 0.1%
 
0.4 23 0.1%
 
0.31 23 0.1%
 
0.58 23 0.1%
 
0.45 23 0.1%
 
0.53 22 0.1%
 
Other values (15889) 22616 75.5%
 
(Missing) 542 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 6581 22.0%
 
0.01 19 0.1%
 
0.03 11 < 0.1%
 
0.05 9 < 0.1%
 
0.06 12 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
8432.99 1 < 0.1%
 
7498.03 1 < 0.1%
 
7342.71 1 < 0.1%
 
6956.93 1 < 0.1%
 
6775.74 1 < 0.1%
 

std_og_mou_7
Numeric

Distinct count15939
Unique (%)53.2%
Missing (%)1.8%
Missing (n)536
Infinite (%)0.0%
Infinite (n)0
Mean370.8076616
Minimum0
Maximum10936.73
Zeros (%)22.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.48
Median50.06
Q3513.19
95-th percentile1627.984
Maximum10936.73
Range10936.73
Interquartile range512.71

Descriptive statistics

Standard deviation644.0270791
Coef of variation1.736822471
Kurtosis17.54140174
Mean370.8076616
MAD442.6415861
Skewness3.205615439
Sum10908048.98
Variance414770.8787
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 6869 22.9%
 
0.31 31 0.1%
 
0.33 28 0.1%
 
0.45 25 0.1%
 
0.2 24 0.1%
 
1.01 24 0.1%
 
0.5 23 0.1%
 
0.76 23 0.1%
 
0.46 23 0.1%
 
0.36 22 0.1%
 
Other values (15928) 22325 74.5%
 
(Missing) 536 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 6869 22.9%
 
0.01 19 0.1%
 
0.03 9 < 0.1%
 
0.04 1 < 0.1%
 
0.05 6 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
10936.73 1 < 0.1%
 
8272.13 1 < 0.1%
 
8155.53 1 < 0.1%
 
8123.93 1 < 0.1%
 
8086.44 1 < 0.1%
 

std_og_mou_8
Numeric

Distinct count14702
Unique (%)49.1%
Missing (%)3.9%
Missing (n)1172
Infinite (%)0.0%
Infinite (n)0
Mean320.0221195
Minimum0
Maximum13980.06
Zeros (%)24.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median32.71
Q3383.71
95-th percentile1510.58
Maximum13980.06
Range13980.06
Interquartile range383.71

Descriptive statistics

Standard deviation618.1555183
Coef of variation1.931602476
Kurtosis34.10243946
Mean320.0221195
MAD398.3302204
Skewness4.10490227
Sum9210556.62
Variance382116.2448
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 7450 24.9%
 
0.45 31 0.1%
 
1.11 30 0.1%
 
0.25 27 0.1%
 
0.35 27 0.1%
 
0.36 26 0.1%
 
0.33 25 0.1%
 
1.03 23 0.1%
 
0.48 23 0.1%
 
0.63 23 0.1%
 
Other values (14691) 21096 70.4%
 
(Missing) 1172 3.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 7450 24.9%
 
0.01 11 < 0.1%
 
0.03 13 < 0.1%
 
0.05 9 < 0.1%
 
0.06 7 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
13980.06 1 < 0.1%
 
13668.78 1 < 0.1%
 
8593.64 1 < 0.1%
 
8134.06 1 < 0.1%
 
7952.86 1 < 0.1%
 

std_og_t2c_mou_6
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)1.8%
Missing (n)542
0
29411
(Missing)
 
542
ValueCountFrequency (%) 
0 29411 98.2%
 
(Missing) 542 1.8%
 

std_og_t2c_mou_7
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)1.8%
Missing (n)536
0
29417
(Missing)
 
536
ValueCountFrequency (%) 
0 29417 98.2%
 
(Missing) 536 1.8%
 

std_og_t2c_mou_8
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)3.9%
Missing (n)1172
0
28781
(Missing)
 
1172
ValueCountFrequency (%) 
0 28781 96.1%
 
(Missing) 1172 3.9%
 

std_og_t2f_mou_6
Numeric

Distinct count1657
Unique (%)5.5%
Missing (%)1.8%
Missing (n)542
Infinite (%)0.0%
Infinite (n)0
Mean1.839578729
Minimum0
Maximum628.56
Zeros (%)82.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile7.09
Maximum628.56
Range628.56
Interquartile range0

Descriptive statistics

Standard deviation12.09624671
Coef of variation6.57555261
Kurtosis480.0859341
Mean1.839578729
MAD3.221430335
Skewness17.31845726
Sum54103.85
Variance146.3191846
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 24807 82.8%
 
0.81 31 0.1%
 
0.41 31 0.1%
 
0.4 29 0.1%
 
0.26 28 0.1%
 
0.53 27 0.1%
 
0.5 26 0.1%
 
0.35 25 0.1%
 
0.16 25 0.1%
 
0.51 25 0.1%
 
Other values (1646) 4357 14.5%
 
(Missing) 542 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 24807 82.8%
 
0.01 10 < 0.1%
 
0.03 7 < 0.1%
 
0.05 11 < 0.1%
 
0.06 9 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
628.56 1 < 0.1%
 
338.01 1 < 0.1%
 
335.29 1 < 0.1%
 
317.78 1 < 0.1%
 
314.56 1 < 0.1%
 

std_og_t2f_mou_7
Numeric

Distinct count1599
Unique (%)5.3%
Missing (%)1.8%
Missing (n)536
Infinite (%)0.0%
Infinite (n)0
Mean1.861676922
Minimum0
Maximum544.63
Zeros (%)83.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile6.88
Maximum544.63
Range544.63
Interquartile range0

Descriptive statistics

Standard deviation13.10583145
Coef of variation7.039799065
Kurtosis463.9150213
Mean1.861676922
MAD3.272018265
Skewness18.12349227
Sum54764.95
Variance171.7628181
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 25003 83.5%
 
0.48 26 0.1%
 
0.33 26 0.1%
 
0.36 25 0.1%
 
0.43 24 0.1%
 
0.45 24 0.1%
 
0.21 24 0.1%
 
0.88 22 0.1%
 
0.01 22 0.1%
 
0.51 21 0.1%
 
Other values (1588) 4200 14.0%
 
(Missing) 536 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 25003 83.5%
 
0.01 22 0.1%
 
0.03 6 < 0.1%
 
0.05 10 < 0.1%
 
0.06 14 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
544.63 1 < 0.1%
 
465.79 1 < 0.1%
 
441.26 1 < 0.1%
 
427.83 1 < 0.1%
 
389.01 1 < 0.1%
 

std_og_t2f_mou_8
Numeric

Distinct count1518
Unique (%)5.1%
Missing (%)3.9%
Missing (n)1172
Infinite (%)0.0%
Infinite (n)0
Mean1.651356103
Minimum0
Maximum516.91
Zeros (%)82.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile6.25
Maximum516.91
Range516.91
Interquartile range0

Descriptive statistics

Standard deviation11.15589402
Coef of variation6.755595598
Kurtosis436.4901381
Mean1.651356103
MAD2.90944729
Skewness17.13285555
Sum47527.68
Variance124.4539714
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 24570 82.0%
 
0.55 28 0.1%
 
0.45 24 0.1%
 
0.35 24 0.1%
 
0.46 24 0.1%
 
0.48 23 0.1%
 
0.56 22 0.1%
 
0.2 22 0.1%
 
0.8 21 0.1%
 
0.26 21 0.1%
 
Other values (1507) 4002 13.4%
 
(Missing) 1172 3.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 24570 82.0%
 
0.01 14 < 0.1%
 
0.03 8 < 0.1%
 
0.05 17 0.1%
 
0.06 10 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
516.91 1 < 0.1%
 
354.16 1 < 0.1%
 
339.31 1 < 0.1%
 
317.74 1 < 0.1%
 
306.33 1 < 0.1%
 

std_og_t2m_mou_6
Numeric

Distinct count12858
Unique (%)42.9%
Missing (%)1.8%
Missing (n)542
Infinite (%)0.0%
Infinite (n)0
Mean182.7459587
Minimum0
Maximum8314.76
Zeros (%)27.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median18.16
Q3160.585
95-th percentile944.225
Maximum8314.76
Range8314.76
Interquartile range160.585

Descriptive statistics

Standard deviation412.1636553
Coef of variation2.255391355
Kurtosis34.02787539
Mean182.7459587
MAD237.1194975
Skewness4.653522094
Sum5374741.39
Variance169878.8787
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 8259 27.6%
 
0.76 30 0.1%
 
0.56 28 0.1%
 
0.36 28 0.1%
 
0.4 27 0.1%
 
0.66 27 0.1%
 
1.11 26 0.1%
 
0.43 25 0.1%
 
0.46 25 0.1%
 
0.38 25 0.1%
 
Other values (12847) 20911 69.8%
 
(Missing) 542 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 8259 27.6%
 
0.01 15 0.1%
 
0.03 14 < 0.1%
 
0.05 7 < 0.1%
 
0.06 8 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
8314.76 1 < 0.1%
 
6430.08 1 < 0.1%
 
6149.74 1 < 0.1%
 
5622.58 1 < 0.1%
 
5351.09 1 < 0.1%
 

std_og_t2m_mou_7
Numeric

Distinct count12873
Unique (%)43.0%
Missing (%)1.8%
Missing (n)536
Infinite (%)0.0%
Infinite (n)0
Mean191.3867311
Minimum0
Maximum9284.74
Zeros (%)28.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median17.78
Q3165.88
95-th percentile989.084
Maximum9284.74
Range9284.74
Interquartile range165.88

Descriptive statistics

Standard deviation436.9932179
Coef of variation2.28329945
Kurtosis39.01202335
Mean191.3867311
MAD250.1234791
Skewness4.866311863
Sum5630023.47
Variance190963.0725
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 8543 28.5%
 
1.01 30 0.1%
 
0.31 29 0.1%
 
0.33 27 0.1%
 
0.35 27 0.1%
 
0.51 26 0.1%
 
1.06 25 0.1%
 
0.45 25 0.1%
 
0.65 24 0.1%
 
0.5 24 0.1%
 
Other values (12862) 20637 68.9%
 
(Missing) 536 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 8543 28.5%
 
0.01 9 < 0.1%
 
0.03 11 < 0.1%
 
0.05 6 < 0.1%
 
0.06 3 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
9284.74 1 < 0.1%
 
8271.78 1 < 0.1%
 
6622.54 1 < 0.1%
 
6470.79 1 < 0.1%
 
6293.28 1 < 0.1%
 

std_og_t2m_mou_8
Numeric

Distinct count11791
Unique (%)39.4%
Missing (%)3.9%
Missing (n)1172
Infinite (%)0.0%
Infinite (n)0
Mean163.7293614
Minimum0
Maximum13950.04
Zeros (%)30.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median12.29
Q3128.11
95-th percentile863.41
Maximum13950.04
Range13950.04
Interquartile range128.11

Descriptive statistics

Standard deviation416.0223142
Coef of variation2.540914535
Kurtosis116.5902749
Mean163.7293614
MAD219.008755
Skewness7.210851511
Sum4712294.75
Variance173074.5659
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 9223 30.8%
 
1.11 29 0.1%
 
0.33 28 0.1%
 
0.45 27 0.1%
 
0.63 27 0.1%
 
0.35 27 0.1%
 
0.58 26 0.1%
 
0.25 26 0.1%
 
0.36 26 0.1%
 
0.48 25 0.1%
 
Other values (11780) 19317 64.5%
 
(Missing) 1172 3.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 9223 30.8%
 
0.01 13 < 0.1%
 
0.03 13 < 0.1%
 
0.05 6 < 0.1%
 
0.06 5 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
13950.04 1 < 0.1%
 
13411.21 1 < 0.1%
 
7508.93 1 < 0.1%
 
7078.66 1 < 0.1%
 
6765.08 1 < 0.1%
 

std_og_t2o_mou
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.7%
Missing (n)223
0
29730
(Missing)
 
223
ValueCountFrequency (%) 
0 29730 99.3%
 
(Missing) 223 0.7%
 

std_og_t2t_mou_6
Numeric

Distinct count11086
Unique (%)37.0%
Missing (%)1.8%
Missing (n)542
Infinite (%)0.0%
Infinite (n)0
Mean168.9551879
Minimum0
Maximum7366.58
Zeros (%)42.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median3.36
Q3116.65
95-th percentile975.995
Maximum7366.58
Range7366.58
Interquartile range116.65

Descriptive statistics

Standard deviation407.0623387
Coef of variation2.409291741
Kurtosis34.58713142
Mean168.9551879
MAD236.7429708
Skewness4.610888698
Sum4969141.03
Variance165699.7476
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 12617 42.1%
 
0.6 28 0.1%
 
0.48 23 0.1%
 
0.33 23 0.1%
 
0.43 22 0.1%
 
1.06 21 0.1%
 
0.63 20 0.1%
 
0.2 20 0.1%
 
0.58 20 0.1%
 
0.26 20 0.1%
 
Other values (11075) 16597 55.4%
 
(Missing) 542 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 12617 42.1%
 
0.01 18 0.1%
 
0.03 6 < 0.1%
 
0.05 8 < 0.1%
 
0.06 9 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
7366.58 1 < 0.1%
 
6987.64 1 < 0.1%
 
6943.66 1 < 0.1%
 
6592.89 1 < 0.1%
 
6482.44 1 < 0.1%
 

std_og_t2t_mou_7
Numeric

Distinct count11239
Unique (%)37.5%
Missing (%)1.8%
Missing (n)536
Infinite (%)0.0%
Infinite (n)0
Mean177.5554679
Minimum0
Maximum8133.66
Zeros (%)42.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median3.3
Q3122.79
95-th percentile1020.776
Maximum8133.66
Range8133.66
Interquartile range122.79

Descriptive statistics

Standard deviation424.6289639
Coef of variation2.391528511
Kurtosis37.02962655
Mean177.5554679
MAD248.9109852
Skewness4.661051939
Sum5223149.2
Variance180309.757
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 12737 42.5%
 
0.33 26 0.1%
 
0.31 24 0.1%
 
0.8 23 0.1%
 
0.36 22 0.1%
 
0.66 19 0.1%
 
1.13 19 0.1%
 
1.08 19 0.1%
 
1.66 19 0.1%
 
1.01 19 0.1%
 
Other values (11228) 16490 55.1%
 
(Missing) 536 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 12737 42.5%
 
0.01 13 < 0.1%
 
0.03 7 < 0.1%
 
0.04 1 < 0.1%
 
0.05 4 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
8133.66 1 < 0.1%
 
7983.16 1 < 0.1%
 
7333.34 1 < 0.1%
 
7080.66 1 < 0.1%
 
5909.68 1 < 0.1%
 

std_og_t2t_mou_8
Numeric

Distinct count10244
Unique (%)34.2%
Missing (%)3.9%
Missing (n)1172
Infinite (%)0.0%
Infinite (n)0
Mean154.6379261
Minimum0
Maximum8014.43
Zeros (%)44.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median1.43
Q388.26
95-th percentile910.09
Maximum8014.43
Range8014.43
Interquartile range88.26

Descriptive statistics

Standard deviation404.7037177
Coef of variation2.617105183
Kurtosis43.86316824
Mean154.6379261
MAD222.4434041
Skewness5.19761702
Sum4450634.15
Variance163785.0991
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 13275 44.3%
 
0.5 30 0.1%
 
0.63 21 0.1%
 
0.31 20 0.1%
 
0.6 20 0.1%
 
0.7 20 0.1%
 
0.45 19 0.1%
 
0.33 19 0.1%
 
0.56 19 0.1%
 
0.38 19 0.1%
 
Other values (10233) 15319 51.1%
 
(Missing) 1172 3.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 13275 44.3%
 
0.01 11 < 0.1%
 
0.03 5 < 0.1%
 
0.05 4 < 0.1%
 
0.06 6 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
8014.43 1 < 0.1%
 
7453.69 1 < 0.1%
 
6755.04 1 < 0.1%
 
6660.21 1 < 0.1%
 
6628.59 1 < 0.1%
 

total_data_rech_6_amt
Numeric

Distinct count1642
Unique (%)5.5%
Missing (%)44.1%
Missing (n)13213
Infinite (%)0.0%
Infinite (n)0
Mean816.6174892
Minimum1
Maximum105644
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile25
Q1154
Median324
Q3856
95-th percentile2975
Maximum105644
Range105643
Interquartile range702

Descriptive statistics

Standard deviation1820.003473
Coef of variation2.228709887
Kurtosis787.105166
Mean816.6174892
MAD787.7835679
Skewness18.66663503
Sum13670176.77
Variance3312412.64
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
154 1979 6.6%
 
252 1504 5.0%
 
608 632 2.1%
 
198 623 2.1%
 
25 448 1.5%
 
1008 435 1.5%
 
145 402 1.3%
 
616 336 1.1%
 
98 319 1.1%
 
100 305 1.0%
 
Other values (1631) 9757 32.6%
 
(Missing) 13213 44.1%
 

Minimum 5 values

ValueCountFrequency (%) 
1 6 < 0.1%
 
5 5 < 0.1%
 
8 26 0.1%
 
13 5 < 0.1%
 
14 108 0.4%
 

Maximum 5 values

ValueCountFrequency (%) 
105644 1 < 0.1%
 
55296 1 < 0.1%
 
52437 1 < 0.1%
 
37362.5 1 < 0.1%
 
31185 1 < 0.1%
 

total_data_rech_7_amt
Numeric

Distinct count1746
Unique (%)5.8%
Missing (%)43.1%
Missing (n)12915
Infinite (%)0.0%
Infinite (n)0
Mean929.914848
Minimum1
Maximum55080
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile33
Q1154
Median400
Q3992
95-th percentile3325.35
Maximum55080
Range55079
Interquartile range838

Descriptive statistics

Standard deviation1860.881839
Coef of variation2.00113144
Kurtosis142.9274211
Mean929.914848
MAD890.6858244
Skewness8.996897793
Sum15843889.18
Variance3462881.217
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
154 1871 6.2%
 
252 1509 5.0%
 
198 697 2.3%
 
608 578 1.9%
 
1008 512 1.7%
 
616 391 1.3%
 
25 374 1.2%
 
145 341 1.1%
 
98 321 1.1%
 
100 289 1.0%
 
Other values (1735) 10155 33.9%
 
(Missing) 12915 43.1%
 

Minimum 5 values

ValueCountFrequency (%) 
1 6 < 0.1%
 
4 1 < 0.1%
 
5 6 < 0.1%
 
6 1 < 0.1%
 
8 28 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
55080 1 < 0.1%
 
43617 1 < 0.1%
 
43232 1 < 0.1%
 
41021 1 < 0.1%
 
34357 1 < 0.1%
 

total_ic_mou_6
Numeric

Distinct count20099
Unique (%)67.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean290.1215688
Minimum0
Maximum7716.14
Zeros (%)4.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile1.272
Q172.89
Median183.78
Q3372.16
95-th percentile922.6
Maximum7716.14
Range7716.14
Interquartile range299.27

Descriptive statistics

Standard deviation365.739944
Coef of variation1.260643755
Kurtosis35.1276147
Mean290.1215688
MAD232.0259818
Skewness4.169150135
Sum8690011.35
Variance133765.7066
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.000000e+00 5.000000e-03 1.350000e+00 3.870000e+00 9.938500e+01 ... 1.789520e+03 2.292270e+03 3.068385e+03 4.120315e+03 7.716140e+03], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 1221 4.1%
 
2.21 7 < 0.1%
 
0.1 7 < 0.1%
 
0.23 7 < 0.1%
 
0.96 7 < 0.1%
 
70.83 6 < 0.1%
 
0.38 6 < 0.1%
 
181.53 6 < 0.1%
 
256.79 6 < 0.1%
 
83.38 6 < 0.1%
 
Other values (20089) 28674 95.7%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1221 4.1%
 
0.01 1 < 0.1%
 
0.03 3 < 0.1%
 
0.04 2 < 0.1%
 
0.05 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
7716.14 1 < 0.1%
 
7074.59 1 < 0.1%
 
6798.64 1 < 0.1%
 
5534.44 1 < 0.1%
 
5253.21 1 < 0.1%
 

total_ic_mou_7
Numeric

Distinct count20143
Unique (%)67.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean296.9442403
Minimum0
Maximum7442.86
Zeros (%)3.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile2.446
Q179.03
Median187.71
Q3377.56
95-th percentile929.792
Maximum7442.86
Range7442.86
Interquartile range298.53

Descriptive statistics

Standard deviation373.950048
Coef of variation1.259327501
Kurtosis34.09180507
Mean296.9442403
MAD235.0803278
Skewness4.190806963
Sum8894370.83
Variance139838.6384
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.000000e+00 5.000000e-03 5.200000e-01 2.370000e+00 1.204350e+02 ... 1.673760e+03 2.027820e+03 2.749495e+03 4.213020e+03 7.442860e+03], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 1126 3.8%
 
0.2 11 < 0.1%
 
0.38 9 < 0.1%
 
0.26 8 < 0.1%
 
30.66 7 < 0.1%
 
34.74 7 < 0.1%
 
171.24 7 < 0.1%
 
0.33 6 < 0.1%
 
17.39 6 < 0.1%
 
14.29 6 < 0.1%
 
Other values (20133) 28760 96.0%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1126 3.8%
 
0.01 1 < 0.1%
 
0.03 3 < 0.1%
 
0.06 4 < 0.1%
 
0.08 4 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
7442.86 1 < 0.1%
 
7279.08 1 < 0.1%
 
6555.78 1 < 0.1%
 
5852.03 1 < 0.1%
 
5689.51 1 < 0.1%
 

total_ic_mou_8
Numeric

Distinct count19565
Unique (%)65.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean280.0741271
Minimum0
Maximum6066.63
Zeros (%)7.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q161.49
Median173.16
Q3361.99
95-th percentile915.878
Maximum6066.63
Range6066.63
Interquartile range300.5

Descriptive statistics

Standard deviation361.3568608
Coef of variation1.290218645
Kurtosis26.93481391
Mean280.0741271
MAD231.1215065
Skewness3.840890926
Sum8389060.33
Variance130578.7809
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.000000e+00 5.000000e-03 1.185000e+00 2.585000e+00 9.015000e+01 ... 1.876210e+03 2.271060e+03 2.727190e+03 3.847685e+03 6.066630e+03], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 2225 7.4%
 
0.26 11 < 0.1%
 
0.43 9 < 0.1%
 
0.33 9 < 0.1%
 
38.63 8 < 0.1%
 
28.01 8 < 0.1%
 
1.16 7 < 0.1%
 
151.84 7 < 0.1%
 
0.25 7 < 0.1%
 
131.29 6 < 0.1%
 
Other values (19555) 27656 92.3%
 

Minimum 5 values

ValueCountFrequency (%) 
0 2225 7.4%
 
0.01 3 < 0.1%
 
0.06 6 < 0.1%
 
0.08 5 < 0.1%
 
0.09 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
6066.63 1 < 0.1%
 
5990.71 1 < 0.1%
 
5556.13 1 < 0.1%
 
5116.48 1 < 0.1%
 
4800.41 1 < 0.1%
 

total_og_mou_6
Numeric

Distinct count23492
Unique (%)78.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean610.0580052
Minimum0
Maximum10674.03
Zeros (%)6.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q1116.64
Median410.63
Q3859.03
95-th percentile1914.242
Maximum10674.03
Range10674.03
Interquartile range742.39

Descriptive statistics

Standard deviation691.1784018
Coef of variation1.132971612
Kurtosis11.62600972
Mean610.0580052
MAD491.1834712
Skewness2.527279649
Sum18273067.43
Variance477727.5832
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.000000e+00 5.000000e-03 2.050000e-01 2.200000e-01 7.550000e-01 ... 3.690050e+03 4.512950e+03 5.606910e+03 7.501505e+03 1.067403e+04], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 1793 6.0%
 
0.21 31 0.1%
 
0.43 9 < 0.1%
 
0.2 9 < 0.1%
 
0.01 8 < 0.1%
 
0.1 7 < 0.1%
 
0.75 6 < 0.1%
 
28.48 6 < 0.1%
 
4.88 6 < 0.1%
 
1.23 6 < 0.1%
 
Other values (23482) 28072 93.7%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1793 6.0%
 
0.01 8 < 0.1%
 
0.03 5 < 0.1%
 
0.05 1 < 0.1%
 
0.06 3 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
10674.03 1 < 0.1%
 
8488.36 1 < 0.1%
 
7597.18 1 < 0.1%
 
7405.83 1 < 0.1%
 
7387.54 1 < 0.1%
 

total_og_mou_7
Numeric

Distinct count23653
Unique (%)79.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean628.7241084
Minimum0
Maximum11365.31
Zeros (%)5.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q1116.59
Median425.64
Q3891.99
95-th percentile1951.87
Maximum11365.31
Range11365.31
Interquartile range775.4

Descriptive statistics

Standard deviation717.5679537
Coef of variation1.141308157
Kurtosis12.91768612
Mean628.7241084
MAD508.3108565
Skewness2.622098348
Sum18832173.22
Variance514903.7682
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.000000e+00 5.000000e-03 1.520000e+00 8.335000e+00 1.274500e+01 ... 3.065365e+03 4.010785e+03 5.064225e+03 8.306760e+03 1.136531e+04], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 1775 5.9%
 
0.21 12 < 0.1%
 
0.38 8 < 0.1%
 
0.83 8 < 0.1%
 
6.93 7 < 0.1%
 
1.06 7 < 0.1%
 
9.18 7 < 0.1%
 
0.35 7 < 0.1%
 
1.28 6 < 0.1%
 
0.01 6 < 0.1%
 
Other values (23643) 28110 93.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1775 5.9%
 
0.01 6 < 0.1%
 
0.03 3 < 0.1%
 
0.05 2 < 0.1%
 
0.08 4 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
11365.31 1 < 0.1%
 
8327.88 1 < 0.1%
 
8285.64 1 < 0.1%
 
8227.21 1 < 0.1%
 
8224.16 1 < 0.1%
 

total_og_mou_8
Numeric

Distinct count22287
Unique (%)74.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean551.9297653
Minimum0
Maximum14043.06
Zeros (%)9.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q172.49
Median333.61
Q3775.38
95-th percentile1857.2
Maximum14043.06
Range14043.06
Interquartile range702.89

Descriptive statistics

Standard deviation700.5854243
Coef of variation1.269338
Kurtosis24.22871448
Mean551.9297653
MAD480.6536396
Skewness3.294137541
Sum16531952.26
Variance490819.9368
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.000000e+00 5.000000e-03 1.320000e+00 4.970000e+00 1.242000e+01 ... 2.940700e+03 3.918195e+03 5.012310e+03 7.851650e+03 1.404306e+04], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 2939 9.8%
 
0.71 9 < 0.1%
 
0.43 9 < 0.1%
 
0.15 8 < 0.1%
 
1.23 8 < 0.1%
 
0.23 8 < 0.1%
 
2.88 7 < 0.1%
 
24.04 7 < 0.1%
 
1.11 7 < 0.1%
 
0.25 7 < 0.1%
 
Other values (22277) 26944 90.0%
 

Minimum 5 values

ValueCountFrequency (%) 
0 2939 9.8%
 
0.01 4 < 0.1%
 
0.03 7 < 0.1%
 
0.05 5 < 0.1%
 
0.06 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
14043.06 1 < 0.1%
 
13848.26 1 < 0.1%
 
11046.74 1 < 0.1%
 
10882.86 1 < 0.1%
 
8728.33 1 < 0.1%
 

total_rech_6
Highly correlated

This variable is highly correlated with total_data_rech_6_amt and should be ignored for analysis

Correlation0.9702275021

total_rech_7
Highly correlated

This variable is highly correlated with total_data_rech_7_amt and should be ignored for analysis

Correlation0.9711759051

total_rech_amt_6
Highly correlated

This variable is highly correlated with arpu_6 and should be ignored for analysis

Correlation0.9461040178

total_rech_amt_7
Highly correlated

This variable is highly correlated with arpu_7 and should be ignored for analysis

Correlation0.9435712303

total_rech_amt_8
Highly correlated

This variable is highly correlated with arpu_8 and should be ignored for analysis

Correlation0.9553215862

total_rech_data_6
Numeric

Distinct count38
Unique (%)0.1%
Missing (%)44.1%
Missing (n)13213
Infinite (%)0.0%
Infinite (n)0
Mean2.987514934
Minimum1
Maximum61
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q11
Median2
Q34
95-th percentile9
Maximum61
Range60
Interquartile range3

Descriptive statistics

Standard deviation3.228483723
Coef of variation1.080658606
Kurtosis25.49752894
Mean2.987514934
MAD2.126166388
Skewness3.585990436
Sum50011
Variance10.42310715
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=38)
ValueCountFrequency (%) 
1 7040 23.5%
 
2 3852 12.9%
 
3 1627 5.4%
 
4 1085 3.6%
 
5 725 2.4%
 
6 563 1.9%
 
7 421 1.4%
 
8 340 1.1%
 
9 260 0.9%
 
10 219 0.7%
 
Other values (27) 608 2.0%
 
(Missing) 13213 44.1%
 

Minimum 5 values

ValueCountFrequency (%) 
1 7040 23.5%
 
2 3852 12.9%
 
3 1627 5.4%
 
4 1085 3.6%
 
5 725 2.4%
 

Maximum 5 values

ValueCountFrequency (%) 
61 1 < 0.1%
 
55 1 < 0.1%
 
46 1 < 0.1%
 
40 3 < 0.1%
 
35 2 < 0.1%
 

total_rech_data_7
Numeric

Distinct count43
Unique (%)0.1%
Missing (%)43.1%
Missing (n)12915
Infinite (%)0.0%
Infinite (n)0
Mean3.262648198
Minimum1
Maximum54
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q11
Median2
Q34
95-th percentile10
Maximum54
Range53
Interquartile range3

Descriptive statistics

Standard deviation3.497956785
Coef of variation1.072121961
Kurtosis22.3821485
Mean3.262648198
MAD2.378372376
Skewness3.441743393
Sum55589
Variance12.23570167
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=43)
ValueCountFrequency (%) 
1 6645 22.2%
 
2 3818 12.7%
 
3 1543 5.2%
 
4 1188 4.0%
 
5 880 2.9%
 
6 734 2.5%
 
7 510 1.7%
 
8 433 1.4%
 
10 274 0.9%
 
9 274 0.9%
 
Other values (32) 739 2.5%
 
(Missing) 12915 43.1%
 

Minimum 5 values

ValueCountFrequency (%) 
1 6645 22.2%
 
2 3818 12.7%
 
3 1543 5.2%
 
4 1188 4.0%
 
5 880 2.9%
 

Maximum 5 values

ValueCountFrequency (%) 
54 1 < 0.1%
 
50 1 < 0.1%
 
48 2 < 0.1%
 
44 1 < 0.1%
 
43 2 < 0.1%
 

total_rech_data_8
Numeric

Distinct count47
Unique (%)0.2%
Missing (%)46.8%
Missing (n)14018
Infinite (%)0.0%
Infinite (n)0
Mean3.050768748
Minimum1
Maximum60
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q11
Median2
Q34
95-th percentile10
Maximum60
Range59
Interquartile range3

Descriptive statistics

Standard deviation3.540331629
Coef of variation1.160471973
Kurtosis33.95505774
Mean3.050768748
MAD2.272516968
Skewness4.22089908
Sum48614
Variance12.53394804
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=47)
ValueCountFrequency (%) 
1 7147 23.9%
 
2 3216 10.7%
 
3 1382 4.6%
 
4 1056 3.5%
 
5 712 2.4%
 
6 603 2.0%
 
7 386 1.3%
 
8 339 1.1%
 
9 235 0.8%
 
10 213 0.7%
 
Other values (36) 646 2.2%
 
(Missing) 14018 46.8%
 

Minimum 5 values

ValueCountFrequency (%) 
1 7147 23.9%
 
2 3216 10.7%
 
3 1382 4.6%
 
4 1056 3.5%
 
5 712 2.4%
 

Maximum 5 values

ValueCountFrequency (%) 
60 1 < 0.1%
 
57 1 < 0.1%
 
55 1 < 0.1%
 
50 1 < 0.1%
 
49 1 < 0.1%
 

total_rech_num_6
Numeric

Distinct count102
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean11.85380429
Minimum0
Maximum307
Zeros (%)0.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile3
Q16
Median9
Q315
95-th percentile29
Maximum307
Range307
Interquartile range9

Descriptive statistics

Standard deviation9.428778816
Coef of variation0.7954221769
Kurtosis47.79899529
Mean11.85380429
MAD6.306150982
Skewness3.789897871
Sum355057
Variance88.90186996
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 59.5 77.5 95.5 130.5 307. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
6 2414 8.1%
 
7 2331 7.8%
 
8 2305 7.7%
 
9 2124 7.1%
 
5 2054 6.9%
 
10 1875 6.3%
 
4 1661 5.5%
 
11 1646 5.5%
 
12 1429 4.8%
 
3 1207 4.0%
 
Other values (92) 10907 36.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 73 0.2%
 
1 339 1.1%
 
2 692 2.3%
 
3 1207 4.0%
 
4 1661 5.5%
 

Maximum 5 values

ValueCountFrequency (%) 
307 1 < 0.1%
 
170 1 < 0.1%
 
136 1 < 0.1%
 
125 2 < 0.1%
 
121 1 < 0.1%
 

total_rech_num_7
Numeric

Distinct count101
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean11.72463526
Minimum0
Maximum138
Zeros (%)0.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile3
Q16
Median9
Q315
95-th percentile29
Maximum138
Range138
Interquartile range9

Descriptive statistics

Standard deviation9.434661994
Coef of variation0.8046870357
Kurtosis13.72189472
Mean11.72463526
MAD6.455063509
Skewness2.762893894
Sum351188
Variance89.01284694
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 1.5 2.5 3.5 4.5 ... 46.5 52.5 66.5 82.5 138. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
6 2404 8.0%
 
5 2375 7.9%
 
7 2250 7.5%
 
8 2159 7.2%
 
4 1938 6.5%
 
9 1913 6.4%
 
10 1796 6.0%
 
11 1503 5.0%
 
3 1421 4.7%
 
12 1386 4.6%
 
Other values (91) 10808 36.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 98 0.3%
 
1 269 0.9%
 
2 768 2.6%
 
3 1421 4.7%
 
4 1938 6.5%
 

Maximum 5 values

ValueCountFrequency (%) 
138 1 < 0.1%
 
120 1 < 0.1%
 
119 1 < 0.1%
 
111 2 < 0.1%
 
110 2 < 0.1%
 

total_rech_num_8
Numeric

Distinct count96
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean9.975595099
Minimum0
Maximum196
Zeros (%)1.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile1
Q14
Median8
Q313
95-th percentile28
Maximum196
Range196
Interquartile range9

Descriptive statistics

Standard deviation9.276133173
Coef of variation0.9298826867
Kurtosis18.49857145
Mean9.975595099
MAD6.326793114
Skewness2.930989111
Sum298799
Variance86.04664664
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 1.5 2.5 5.5 6.5 ... 47.5 57.5 71. 96.5 196. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
4 2438 8.1%
 
3 2398 8.0%
 
5 2302 7.7%
 
6 2109 7.0%
 
2 2030 6.8%
 
7 1918 6.4%
 
8 1856 6.2%
 
9 1653 5.5%
 
10 1426 4.8%
 
11 1276 4.3%
 
Other values (86) 10547 35.2%
 

Minimum 5 values

ValueCountFrequency (%) 
0 582 1.9%
 
1 1185 4.0%
 
2 2030 6.8%
 
3 2398 8.0%
 
4 2438 8.1%
 

Maximum 5 values

ValueCountFrequency (%) 
196 1 < 0.1%
 
138 1 < 0.1%
 
127 1 < 0.1%
 
122 1 < 0.1%
 
121 1 < 0.1%
 

vol_2g_mb_6
Numeric

Distinct count11303
Unique (%)37.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean126.5229984
Minimum0
Maximum10285.9
Zeros (%)50.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0.01
Q383.67
95-th percentile702.366
Maximum10285.9
Range10285.9
Interquartile range83.67

Descriptive statistics

Standard deviation330.332119
Coef of variation2.610846433
Kurtosis83.08069192
Mean126.5229984
MAD179.1416644
Skewness6.377208816
Sum3789743.37
Variance109119.3088
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.000000e+00 5.000000e-03 2.500000e-02 5.500000e-02 2.250000e-01 ... 1.774600e+03 2.322980e+03 3.446415e+03 4.504105e+03 1.028590e+04], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 14968 50.0%
 
0.01 63 0.2%
 
0.02 44 0.1%
 
0.03 27 0.1%
 
0.04 26 0.1%
 
0.11 25 0.1%
 
0.05 23 0.1%
 
0.07 18 0.1%
 
0.06 18 0.1%
 
0.14 16 0.1%
 
Other values (11293) 14725 49.2%
 

Minimum 5 values

ValueCountFrequency (%) 
0 14968 50.0%
 
0.01 63 0.2%
 
0.02 44 0.1%
 
0.03 27 0.1%
 
0.04 26 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
10285.9 1 < 0.1%
 
7755.23 1 < 0.1%
 
7213.06 1 < 0.1%
 
6207.84 1 < 0.1%
 
5635.78 1 < 0.1%
 

vol_2g_mb_7
Numeric

Distinct count11220
Unique (%)37.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean125.1134007
Minimum0
Maximum7873.55
Zeros (%)49.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0.05
Q377.9
95-th percentile690.35
Maximum7873.55
Range7873.55
Interquartile range77.9

Descriptive statistics

Standard deviation331.5071737
Coef of variation2.64965361
Kurtosis57.6739352
Mean125.1134007
MAD177.783841
Skewness5.867403892
Sum3747521.69
Variance109897.0062
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.000000e+00 5.000000e-03 2.500000e-02 6.500000e-02 2.250000e-01 ... 1.856200e+03 2.547300e+03 3.558085e+03 4.823635e+03 7.873550e+03], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 14811 49.4%
 
0.02 53 0.2%
 
0.01 46 0.2%
 
0.04 29 0.1%
 
0.03 27 0.1%
 
0.05 25 0.1%
 
0.06 21 0.1%
 
0.12 21 0.1%
 
4.95 20 0.1%
 
0.15 19 0.1%
 
Other values (11210) 14881 49.7%
 

Minimum 5 values

ValueCountFrequency (%) 
0 14811 49.4%
 
0.01 46 0.2%
 
0.02 53 0.2%
 
0.03 27 0.1%
 
0.04 29 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
7873.55 1 < 0.1%
 
6756.9 1 < 0.1%
 
5606.29 1 < 0.1%
 
5592.25 1 < 0.1%
 
5553.44 1 < 0.1%
 

vol_2g_mb_8
Numeric

Distinct count10197
Unique (%)34.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean105.8737579
Minimum0
Maximum11117.61
Zeros (%)53.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q351.69
95-th percentile613.04
Maximum11117.61
Range11117.61
Interquartile range51.69

Descriptive statistics

Standard deviation313.0589331
Coef of variation2.95690773
Kurtosis124.666574
Mean105.8737579
MAD155.3912873
Skewness7.743528212
Sum3171236.67
Variance98005.89558
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.000000e+00 5.000000e-03 3.500000e-02 8.500000e-02 2.150000e-01 ... 1.508590e+03 2.258390e+03 2.934420e+03 3.967935e+03 1.111761e+04], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 16154 53.9%
 
0.01 58 0.2%
 
0.02 50 0.2%
 
0.03 38 0.1%
 
0.05 27 0.1%
 
0.07 23 0.1%
 
0.08 21 0.1%
 
0.04 21 0.1%
 
0.11 20 0.1%
 
0.06 19 0.1%
 
Other values (10187) 13522 45.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 16154 53.9%
 
0.01 58 0.2%
 
0.02 50 0.2%
 
0.03 38 0.1%
 
0.04 21 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
11117.61 1 < 0.1%
 
8255.67 1 < 0.1%
 
7374.19 1 < 0.1%
 
7027.18 1 < 0.1%
 
5718.39 1 < 0.1%
 

vol_3g_mb_6
Numeric

Distinct count10255
Unique (%)34.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean344.6637849
Minimum0
Maximum45735.4
Zeros (%)64.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q3359.45
95-th percentile1714.786
Maximum45735.4
Range45735.4
Interquartile range359.45

Descriptive statistics

Standard deviation914.3551574
Coef of variation2.652890142
Kurtosis300.1881158
Mean344.6637849
MAD482.876946
Skewness10.78924818
Sum10323714.35
Variance836045.3539
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.000000e+00 5.000000e-03 3.500000e-02 3.650000e-01 1.970000e+00 ... 4.673315e+03 5.654575e+03 9.005205e+03 2.089882e+04 4.573540e+04], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 19326 64.5%
 
0.01 12 < 0.1%
 
0.03 10 < 0.1%
 
0.02 7 < 0.1%
 
0.09 4 < 0.1%
 
0.06 4 < 0.1%
 
0.86 4 < 0.1%
 
0.34 4 < 0.1%
 
766.95 3 < 0.1%
 
0.07 3 < 0.1%
 
Other values (10245) 10576 35.3%
 

Minimum 5 values

ValueCountFrequency (%) 
0 19326 64.5%
 
0.01 12 < 0.1%
 
0.02 7 < 0.1%
 
0.03 10 < 0.1%
 
0.04 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
45735.4 1 < 0.1%
 
26826.13 1 < 0.1%
 
21493.37 1 < 0.1%
 
20304.27 1 < 0.1%
 
19876.78 1 < 0.1%
 

vol_3g_mb_7
Numeric

Distinct count10830
Unique (%)36.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean370.54487
Minimum0
Maximum28144.12
Zeros (%)62.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q3411
95-th percentile1786.662
Maximum28144.12
Range28144.12
Interquartile range411

Descriptive statistics

Standard deviation916.0788061
Coef of variation2.472247979
Kurtosis120.1129976
Mean370.54487
MAD508.5592502
Skewness7.525841513
Sum11098930.49
Variance839200.3789
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.000000e+00 5.000000e-03 1.150000e-01 6.050000e-01 2.520000e+00 ... 3.230425e+03 4.371575e+03 6.640395e+03 1.089957e+04 2.814412e+04], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 18724 62.5%
 
0.01 12 < 0.1%
 
0.05 4 < 0.1%
 
0.06 4 < 0.1%
 
0.21 4 < 0.1%
 
0.07 4 < 0.1%
 
0.26 4 < 0.1%
 
0.14 3 < 0.1%
 
202.64 3 < 0.1%
 
0.08 3 < 0.1%
 
Other values (10820) 11188 37.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 18724 62.5%
 
0.01 12 < 0.1%
 
0.02 3 < 0.1%
 
0.03 2 < 0.1%
 
0.04 3 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
28144.12 1 < 0.1%
 
27600.29 1 < 0.1%
 
22613.1 1 < 0.1%
 
21393.23 1 < 0.1%
 
18312.4 1 < 0.1%
 

vol_3g_mb_8
Numeric

Distinct count10110
Unique (%)33.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean351.830019
Minimum0
Maximum30036.06
Zeros (%)65.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q3356.9
95-th percentile1738.172
Maximum30036.06
Range30036.06
Interquartile range356.9

Descriptive statistics

Standard deviation919.5283716
Coef of variation2.613558599
Kurtosis173.1207784
Mean351.830019
MAD494.7832182
Skewness8.809044561
Sum10538364.56
Variance845532.4262
Memory size234.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.000000e+00 5.000000e-03 9.500000e-02 4.450000e-01 1.525000e+00 ... 4.244625e+03 6.156000e+03 9.955685e+03 1.514384e+04 3.003606e+04], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 19455 65.0%
 
0.01 12 < 0.1%
 
0.03 9 < 0.1%
 
0.04 6 < 0.1%
 
0.06 6 < 0.1%
 
0.13 6 < 0.1%
 
0.02 5 < 0.1%
 
0.08 4 < 0.1%
 
0.09 4 < 0.1%
 
0.2 4 < 0.1%
 
Other values (10100) 10442 34.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 19455 65.0%
 
0.01 12 < 0.1%
 
0.02 5 < 0.1%
 
0.03 9 < 0.1%
 
0.04 6 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
30036.06 1 < 0.1%
 
29651.83 1 < 0.1%
 
28919.68 1 < 0.1%
 
28065.93 1 < 0.1%
 
18468.95 1 < 0.1%
 

Correlations

Missing values

Sample

First rows

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Last rows

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